Babak Hassibi

Orcid: 0000-0002-1375-5838

Affiliations:
  • California Institute of Technology, Pasadena, USA


According to our database1, Babak Hassibi authored at least 417 papers between 1992 and 2024.

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Bibliography

2024
One-Bit Quantization and Sparsification for Multiclass Linear Classification via Regularized Regression.
CoRR, 2024

A Novel Gaussian Min-Max Theorem and its Applications.
CoRR, 2024

2023
Feedback Capacity of MIMO Gaussian Channels.
IEEE Trans. Inf. Theory, October, 2023

Reducing the LQG Cost With Minimal Communication.
IEEE Trans. Autom. Control., September, 2023

Competitive Control.
IEEE Trans. Autom. Control., September, 2023

Regret-Optimal Estimation and Control.
IEEE Trans. Autom. Control., May, 2023

Wasserstein Distributionally Robust Regret-Optimal Control in the Infinite-Horizon.
CoRR, 2023

Regret-Optimal Control under Partial Observability.
CoRR, 2023

Regularized Linear Regression for Binary Classification.
CoRR, 2023

The Generalization Error of Stochastic Mirror Descent on Over-Parametrized Linear Models.
CoRR, 2023

The Asymptotic Distribution of the Stochastic Mirror Descent Iterates in Linear Models.
Proceedings of the IEEE International Symposium on Information Theory, 2023

Asymptotic Distribution of Stochastic Mirror Descent Iterates in Average Ensemble Models.
Proceedings of the IEEE International Conference on Acoustics, 2023

Precise Asymptotic Analysis of Deep Random Feature Models.
Proceedings of the Thirty Sixth Annual Conference on Learning Theory, 2023

Thompson Sampling for Partially Observable Linear-Quadratic Control.
Proceedings of the American Control Conference, 2023

Coded Kalman Filtering Over Gaussian Channels with Feedback.
Proceedings of the 59th Annual Allerton Conference on Communication, 2023

Wasserstein Distributionally Robust Regret-Optimal Control under Partial Observability.
Proceedings of the 59th Annual Allerton Conference on Communication, 2023

2022
Regret-Optimal Filtering for Prediction and Estimation.
IEEE Trans. Signal Process., 2022

Stochastic Mirror Descent on Overparameterized Nonlinear Models.
IEEE Trans. Neural Networks Learn. Syst., 2022

Differentially Quantized Gradient Methods.
IEEE Trans. Inf. Theory, 2022

How to Query an Oracle? Efficient Strategies to Label Data.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Low-Rank Riemannian Optimization for Graph-Based Clustering Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Stochastic Mirror Descent in Average Ensemble Models.
CoRR, 2022

Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control.
CoRR, 2022

Optimal Competitive-Ratio Control.
CoRR, 2022

Explicit Regularization via Regularizer Mirror Descent.
CoRR, 2022

Online Estimation and Control with Optimal Pathlength Regret.
Proceedings of the Learning for Dynamics and Control Conference, 2022

Feedback Capacity of Gaussian Channels with Memory.
Proceedings of the IEEE International Symposium on Information Theory, 2022

Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control.
Proceedings of the Conference on Learning Theory, 2-5 July 2022, London, UK., 2022

Competitive-Ratio and Regret-Optimal Control with General Weights.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

The Power of Linear Controllers in LQR Control.
Proceedings of the 61st IEEE Conference on Decision and Control, 2022

Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021
Manifold Optimization for High-Accuracy Spatial Location Estimation Using Ultrasound Waves.
IEEE Trans. Signal Process., 2021

The CEO Problem With Inter-Block Memory.
IEEE Trans. Inf. Theory, 2021

Regret-Optimal Full-Information Control.
CoRR, 2021

Stability and Identification of Random Asynchronous Linear Time-Invariant Systems.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Regret-optimal measurement-feedback control.
Proceedings of the 3rd Annual Conference on Learning for Dynamics and Control, 2021

Differentially Quantized Gradient Descent.
Proceedings of the IEEE International Symposium on Information Theory, 2021

Model Learning Predictive Control in Nonlinear Dynamical Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

Regret-Optimal Controller for the Full-Information Problem.
Proceedings of the 2021 American Control Conference, 2021

Adaptive Control and Regret Minimization in Linear Quadratic Gaussian (LQG) Setting.
Proceedings of the 2021 American Control Conference, 2021

Regret-Optimal Filtering.
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020
MOCZ for Blind Short-Packet Communication: Practical Aspects.
IEEE Trans. Wirel. Commun., 2020

Precise 3-D GNSS Attitude Determination Based on Riemannian Manifold Optimization Algorithms.
IEEE Trans. Signal Process., 2020

Gabidulin Codes With Support Constrained Generator Matrices.
IEEE Trans. Inf. Theory, 2020

Robustifying Binary Classification to Adversarial Perturbation.
CoRR, 2020

The Performance Analysis of Generalized Margin Maximizer (GMM) on Separable Data.
CoRR, 2020

Regret-optimal control in dynamic environments.
CoRR, 2020

Explore More and Improve Regret in Linear Quadratic Regulators.
CoRR, 2020

Regret Bound of Adaptive Control in Linear Quadratic Gaussian (LQG) Systems.
CoRR, 2020

Achieving the fundamental convergence-communication tradeoff with Differentially Quantized Gradient Descent.
CoRR, 2020

Regret Minimization in Partially Observable Linear Quadratic Control.
CoRR, 2020

Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Support Constrained Generator Matrices of Gabidulin Codes in Characteristic Zero.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Stabilizing Dynamical Systems with Fixed-Rate Feedback using Constrained Quantizers.
Proceedings of the IEEE International Symposium on Information Theory, 2020

Fundamental limits of distributed tracking.
Proceedings of the IEEE International Symposium on Information Theory, 2020

The Performance Analysis of Generalized Margin Maximizers on Separable Data.
Proceedings of the 37th International Conference on Machine Learning, 2020

A Study of Generalization of Stochastic Mirror Descent Algorithms on Overparameterized Nonlinear Models.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

The Minimal Directed Information Needed to Improve the LQG Cost.
Proceedings of the 59th IEEE Conference on Decision and Control, 2020

2019
MOCZ for Blind Short-Packet Communication: Basic Principles.
IEEE Trans. Wirel. Commun., 2019

Distributed Solution of Large-Scale Linear Systems via Accelerated Projection-Based Consensus.
IEEE Trans. Signal Process., 2019

Reconstruction of Signals From Their Autocorrelation and Cross-Correlation Vectors, With Applications to Phase Retrieval and Blind Channel Estimation.
IEEE Trans. Signal Process., 2019

Manifold Optimization Over the Set of Doubly Stochastic Matrices: A Second-Order Geometry.
IEEE Trans. Signal Process., 2019

Optimum Linear Codes With Support-Constrained Generator Matrices Over Small Fields.
IEEE Trans. Inf. Theory, 2019

Sparse and Balanced Reed-Solomon and Tamo-Barg Codes.
IEEE Trans. Inf. Theory, 2019

Tracking and Control of Gauss-Markov Processes over Packet-Drop Channels with Acknowledgments.
IEEE Trans. Control. Netw. Syst., 2019

Rate-Cost Tradeoffs in Control.
IEEE Trans. Autom. Control., 2019

Control Over Gaussian Channels With and Without Source-Channel Separation.
IEEE Trans. Autom. Control., 2019

Stochastic Mirror Descent on Overparameterized Nonlinear Models: Convergence, Implicit Regularization, and Generalization.
CoRR, 2019

MOCZ for Blind Short-Packet Communication: Some Practical Aspects.
CoRR, 2019

Stochastic Linear Bandits with Hidden Low Rank Structure.
CoRR, 2019

The Impact of Regularization on High-dimensional Logistic Regression.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Universality in Learning from Linear Measurements.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Gabidulin Codes with Support Constraints.
Proceedings of the 2019 IEEE Information Theory Workshop, 2019

Non-Negative Matrix Factorization via Low-Rank Stochastic Manifold Optimization.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Sparse Covariance Estimation from Quadratic Measurements: A Precise Analysis.
Proceedings of the IEEE International Symposium on Information Theory, 2019

Stochastic Gradient/Mirror Descent: Minimax Optimality and Implicit Regularization.
Proceedings of the 7th International Conference on Learning Representations, 2019

A Characterization of Stochastic Mirror Descent Algorithms and Their Convergence Properties.
Proceedings of the IEEE International Conference on Acoustics, 2019

Performance Analysis of Convex Data Detection in MIMO.
Proceedings of the IEEE International Conference on Acoustics, 2019

Event-Triggered Stochastic Control via Constrained Quantization.
Proceedings of the Data Compression Conference, 2019

A Stochastic Interpretation of Stochastic Mirror Descent: Risk-Sensitive Optimality.
Proceedings of the 58th IEEE Conference on Decision and Control, 2019

A Novel Riemannian Optimization Approach and Algorithm for Solving the Phase Retrieval Problem.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Symbol Error Rate Performance of Box-Relaxation Decoders in Massive MIMO.
IEEE Trans. Signal Process., 2018

Precise Error Analysis of Regularized M-Estimators in High Dimensions.
IEEE Trans. Inf. Theory, 2018

Algorithms for Optimal Control with Fixed-Rate Feedback.
CoRR, 2018

Noncoherent Short-Packet Communication via Modulation on Conjugated Zeros.
CoRR, 2018

A Riemannian Approach for Graph-Based Clustering by Doubly Stochastic Matrices.
Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Learning without the Phase: Regularized PhaseMax Achieves Optimal Sample Complexity.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Optimum Linear Codes with Support Constraints over Small Fields.
Proceedings of the IEEE Information Theory Workshop, 2018

Further Progress on the GM-MDS Conjecture for Reed-Solomon Codes.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

A Precise Analysis of PhaseMax in Phase Retrieval.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Improving Distributed Gradient Descent Using Reed-Solomon Codes.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Low-Rank Riemannian Optimization on Positive Semidefinite Stochastic Matrices with Applications to Graph Clustering.
Proceedings of the 35th International Conference on Machine Learning, 2018

An Improved Initialization for Low-Rank Matrix Completion Based on Rank-L Updates.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

Rate-cost tradeoffs in scalar LQG control and tracking with side information.
Proceedings of the 56th Annual Allerton Conference on Communication, 2018

2017
Training Signal Design for Correlated Massive MIMO Channel Estimation.
IEEE Trans. Wirel. Commun., 2017

Sparse Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms.
IEEE Trans. Signal Process., 2017

Low-Coherence Frames From Group Fourier Matrices.
IEEE Trans. Inf. Theory, 2017

On Ingleton-Violating Finite Groups.
IEEE Trans. Inf. Theory, 2017

Capacity Analysis of Discrete Energy Harvesting Channels.
IEEE Trans. Inf. Theory, 2017

Stable Blind Deconvolution over the Reals from Additional Autocorrelations.
CoRR, 2017

Blind Deconvolution with Additional Autocorrelations via Convex Programs.
CoRR, 2017

Entropic Causality and Greedy Minimum Entropy Coupling.
CoRR, 2017

Sequential Coding of Gauss-Markov Sources over Packet-Erasure Channels with Feedback.
CoRR, 2017

A Universal Analysis of Large-Scale Regularized Least Squares Solutions.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Sequential coding of Gauss-Markov sources with packet erasures and feedback.
Proceedings of the 2017 IEEE Information Theory Workshop, 2017

Short-message communication and FIR system identification using Huffman sequences.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Entropie causality anc greedy minimum entropy coupling.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Balanced and sparse Tamo-Barg codes.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

The BOX-LASSO with application to GSSK modulation in massive MIMO systems.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Error bounds for Bregman denoising and structured natural parameter estimation.
Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Tensor-based crowdsourced clustering via triangle queries.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Multiple illumination phaseless super-resolution (MIPS) with applications to phaseless DoA estimation and diffraction imaging.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Near-optimal sample complexity bounds for circulant binary embedding.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Phaseless super-resolution in the continuous domain.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

BER analysis of regularized least squares for BPSK recovery.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Algorithms for optimal control with fixed-rate feedback.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

Entropic Causal Inference.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
On the Distribution of Indefinite Quadratic Forms in Gaussian Random Variables.
IEEE Trans. Commun., 2016

Optimal Placement of Distributed Energy Storage in Power Networks.
IEEE Trans. Autom. Control., 2016

Linear Time-Invariant Anytime Codes for Control Over Noisy Channels.
IEEE Trans. Autom. Control., 2016

STFT Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms.
IEEE J. Sel. Top. Signal Process., 2016

Sharp MSE Bounds for Proximal Denoising.
Found. Comput. Math., 2016

Analysis of Exact and Approximated Epidemic Models over Complex Networks.
CoRR, 2016

Rate-cost tradeoffs in control. Part I: lower bounds.
CoRR, 2016

Completion Time Reduction for Partially Connected D2D-enabled Network using Binary Codes.
CoRR, 2016

Crowdsourced Clustering: Querying Edges vs Triangles.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Fundamental Limits of Budget-Fidelity Trade-off in Label Crowdsourcing.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Balanced Reed-Solomon codes for all parameters.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016

General performance metrics for the LASSO.
Proceedings of the 2016 IEEE Information Theory Workshop, 2016

Similarity clustering in the presence of outliers: Exact recovery via convex program.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Simple algorithms and guarantees for low rank matrix completion over F2.
Proceedings of the IEEE International Symposium on Information Theory, 2016

(Almost) practical tree codes.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Balanced Reed-Solomon codes.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Ber analysis of the box relaxation for BPSK signal recovery.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Phaseless super-resolution using masks.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Improved bounds on the epidemic threshold of exact SIS models on complex networks.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Multi-rate control over AWGN channels via analog joint source-channel coding.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

LQG control for systems with random unbounded communication delay.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Robust causal transform coding for LQG systems with delay loss in communications.
Proceedings of the 2016 American Control Conference, 2016

Ambiguities on convolutions with applications to phase retrieval.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Group Frames With Few Distinct Inner Products and Low Coherence.
IEEE Trans. Signal Process., 2015

Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices.
IEEE Trans. Inf. Theory, 2015

Improving the Thresholds of Sparse Recovery: An Analysis of a Two-Step Reweighted Basis Pursuit Algorithm.
IEEE Trans. Inf. Theory, 2015

Equivalent Relaxations of Optimal Power Flow.
IEEE Trans. Autom. Control., 2015

A Perspective on the MIMO Wiretap Channel.
Proc. IEEE, 2015

Asymptotically Exact Error Analysis for the Generalized ℓ<sub>2</sub><sup>2</sup>-LASSO.
CoRR, 2015

Phase Retrieval: An Overview of Recent Developments.
CoRR, 2015

LASSO with Non-linear Measurements is Equivalent to One With Linear Measurements.
Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

Asymptotically exact error analysis for the generalized equation-LASSO.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Isotropically random orthogonal matrices: Performance of LASSO and minimum conic singular values.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Beyond semidefinite relaxation: Basis banks and computationally enhanced guarantees.
Proceedings of the IEEE International Symposium on Information Theory, 2015

New capacity upper bounds and coding aspects for some channels with causal CSIT.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Phase retrieval with masks using convex optimization.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Coding with constraints: Minimum distance bounds and systematic constructions.
Proceedings of the IEEE International Symposium on Information Theory, 2015

Precise error analysis of the LASSO.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A numerical implementation of gridless compressed sensing.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

The proportional mean decomposition: A bridge between the Gaussian and bernoulli ensembles.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Recovering signals from the Short-Time Fourier Transform magnitude.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Regularized Linear Regression: A Precise Analysis of the Estimation Error.
Proceedings of The 28th Conference on Learning Theory, 2015

SIRS epidemics on complex networks: Concurrence of exact Markov chain and approximated models.
Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Precise high-dimensional error analysis of regularized M-estimators.
Proceedings of the 53rd Annual Allerton Conference on Communication, 2015

2014
Optimized Markov Chain Monte Carlo for Signal Detection in MIMO Systems: An Analysis of the Stationary Distribution and Mixing Time.
IEEE Trans. Signal Process., 2014

A Tight Version of the Gaussian min-max theorem in the Presence of Convexity.
CoRR, 2014

Graph Clustering With Missing Data: Convex Algorithms and Analysis.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

Capacity bounds for certain channels with states and the energy harvesting channel.
Proceedings of the 2014 IEEE Information Theory Workshop, 2014

A matrix completion approach to linear index coding problem.
Proceedings of the 2014 IEEE Information Theory Workshop, 2014

Simple error bounds for regularized noisy linear inverse problems.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

A case for orthogonal measurements in linear inverse problems.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Sharp performance bounds for graph clustering via convex optimization.
Proceedings of the IEEE International Conference on Acoustics, 2014

Frames from generalized group fourier transforms and SL2(Fq).
Proceedings of the IEEE International Conference on Acoustics, 2014

On the mixing time of the SIS Markov chain model for epidemic spread.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Estimating structured signals in sparse noise: A precise noise sensitivity analysis.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
The Kalman-Like Particle Filter: Optimal Estimation With Quantized Innovations/Measurements.
IEEE Trans. Signal Process., 2013

Asymptotically Exact Denoising in Relation to Compressed Sensing
CoRR, 2013

Simple Bounds for Noisy Linear Inverse Problems with Exact Side Information.
CoRR, 2013

The Cost of an Epidemic over a Complex Network: A Random Matrix Approach.
CoRR, 2013

On frames from abelian group codes.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

On the capacity of a communication system with energy harvesting and a limited battery.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Sparse phase retrieval: Convex algorithms and limitations.
Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Frames from groups: Generalized bounds and dihedral groups.
Proceedings of the IEEE International Conference on Acoustics, 2013

Reconstruction of integers from pairwise distances.
Proceedings of the IEEE International Conference on Acoustics, 2013

On the distribution of energy storage in electricity grids.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Noisy estimation of simultaneously structured models: Limitations of convex relaxation.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Global dynamics of epidemic spread over complex networks.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

The squared-error of generalized LASSO: A precise analysis.
Proceedings of the 51st Annual Allerton Conference on Communication, 2013

2012
Low-Complexity Blind Equalization for OFDM Systems With General Constellations.
IEEE Trans. Signal Process., 2012

Divide-and-Conquer: Approaching the Capacity of the Two-Pair Bidirectional Gaussian Relay Network.
IEEE Trans. Inf. Theory, 2012

Reweighted LP Decoding for LDPC Codes.
IEEE Trans. Inf. Theory, 2012

On the Ingleton-Violating Finite Groups and Group Network Codes
CoRR, 2012

Recovering Jointly Sparse Signals via Joint Basis Pursuit
CoRR, 2012

Recovery threshold for optimal weight ℓ1 minimization.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Recovery of sparse 1-D signals from the magnitudes of their Fourier transform.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

An analog sub-linear time sparse signal acquisition framework based on structured matrices.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Deterministic phase guarantees for robust recovery in incoherent dictionaries.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

A simpler approach to weighted ℓ1 minimization.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Projected ℓ1-minimization for compressed sensing.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Phase retrieval for sparse signals using rank minimization.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

On the mixing time of Markov Chain Monte Carlo for integer least-square problems.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Tree codes improve convergence rate of consensus over erasure channels.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Frames, group codes, and subgroups of (Z/pZ)<sup>×</sup>.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

On a relation between the minimax risk and the phase transitions of compressed recovery.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

On robust phase retrieval for sparse signals.
Proceedings of the 50th Annual Allerton Conference on Communication, 2012

Fundamental thresholds in compressed sensing: a high-dimensional geometry approach.
Proceedings of the Compressed Sensing, 2012

2011
Analyzing Weighted <sub>1</sub> Minimization for Sparse Recovery With Nonuniform Sparse Models.
IEEE Trans. Signal Process., 2011

Sparse Recovery of Nonnegative Signals With Minimal Expansion.
IEEE Trans. Signal Process., 2011

Precise Stability Phase Transitions for <sub>1</sub> Minimization: A Unified Geometric Framework.
IEEE Trans. Inf. Theory, 2011

The Secrecy Capacity of the MIMO Wiretap Channel.
IEEE Trans. Inf. Theory, 2011

Null space conditions and thresholds for rank minimization.
Math. Program., 2011

Error Correcting Codes for Distributed Control
CoRR, 2011

On the Entropy Region of Gaussian Random Variables
CoRR, 2011

Finding Dense Clusters via "Low Rank + Sparse" Decomposition
CoRR, 2011

Peer Effects and Stability in Matching Markets.
Proceedings of the Algorithmic Game Theory, 4th International Symposium, 2011

Linear error correcting codes with anytime reliability.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

A simplified approach to recovery conditions for low rank matrices.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Subspace expanders and matrix rank minimization.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Tight recovery thresholds and robustness analysis for nuclear norm minimization.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Summary based structures with improved sublinear recovery for compressed sensing.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Explicit matrices for sparse approximation.
Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

Improved thresholds for rank minimization.
Proceedings of the IEEE International Conference on Acoustics, 2011

Weighted compressed sensing and rank minimization.
Proceedings of the IEEE International Conference on Acoustics, 2011

Compressed Network Tomography for Probabilistic Tree Mixture Models.
Proceedings of the Global Communications Conference, 2011

Minimizing the Social Cost of an Epidemic.
Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

Anytime reliable codes for stabilizing plants over erasure channels.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
Limits of performance of quantitative polymerase chain reaction systems.
IEEE Trans. Inf. Theory, 2010

Cyclic distributed space-time codes for wireless relay networks with no channel information.
IEEE Trans. Inf. Theory, 2010

Distance-Dependent Kronecker Graphs for Modeling Social Networks.
IEEE J. Sel. Top. Signal Process., 2010

New Null Space Results and Recovery Thresholds for Matrix Rank Minimization
CoRR, 2010

Analyzing Weighted ℓ<sub>1</sub> Minimization for Sparse Recovery with Nonuniform Sparse Models
CoRR, 2010

Compressive Sensing over the Grassmann Manifold: a Unified Geometric Framework
CoRR, 2010

Improved Sparse Recovery Thresholds with Two-Step Reweighted ℓ<sub>1</sub> Minimization
CoRR, 2010

MCMC methods for entropy optimization and nonlinear network coding.
Proceedings of the IEEE International Symposium on Information Theory, 2010

On group network codes: Ingleton-bound violations and independent sources.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Improved sparse recovery thresholds with two-step reweighted ℓ1 minimization.
Proceedings of the IEEE International Symposium on Information Theory, 2010

Scalar Linear Network Coding for Networks with Two Sources.
Proceedings of IEEE International Conference on Communications, 2010

Breaking through the thresholds: an analysis for iterative reweighted <i>l</i>1 minimization via the Grassmann angle framework.
Proceedings of the IEEE International Conference on Acoustics, 2010

A symmetric adaptive algorithm for speeding-up consensus.
Proceedings of the IEEE International Conference on Acoustics, 2010

Reweighted LP decoding for LDPC codes.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

MCMC methods for integer least-squares problems.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
On the reconstruction of block-sparse signals with an optimal number of measurements.
IEEE Trans. Signal Process., 2009

Efficient and robust compressed sensing using optimized expander graphs.
IEEE Trans. Inf. Theory, 2009

Peak power reduction of OFDM signals with sign adjustment.
IEEE Trans. Commun., 2009

Reduced feedback and random beamforming for OFDM MIMO broadcast channels.
IEEE Trans. Commun., 2009

Performance of sphere decoding of block codes.
IEEE Trans. Commun., 2009

How much does transmit correlation affect the sum-rate scaling of MIMO gaussian broadcast channels?
IEEE Trans. Commun., 2009

Data Transmission Over Networks for Estimation and Control.
IEEE Trans. Autom. Control., 2009

Achievable Throughput in Two-Scale Wireless Networks.
IEEE J. Sel. Areas Commun., 2009

Breaking through the Thresholds: an Analysis for Iterative Reweighted ℓ<sub>1</sub> Minimization via the Grassmann Angle Framework
CoRR, 2009

Sparse Recovery of Positive Signals with Minimal Expansion
CoRR, 2009

Weighted ℓ<sub>1</sub> Minimization for Sparse Recovery with Prior Information
CoRR, 2009

Capacity region of the deterministic multi-pair bi-directional relay network.
Proceedings of the 2009 IEEE Information Theory Workshop, 2009

On sharp performance bounds for robust sparse signal recoveries.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Weighted ℓ1 minimization for sparse recovery with prior information.
Proceedings of the IEEE International Symposium on Information Theory, 2009

Approximate capacity region of the two-pair bidirectional Gaussian relay network.
Proceedings of the IEEE International Symposium on Information Theory, 2009

On the distribution of indefinite quadratic forms in Gaussian random variables.
Proceedings of the IEEE International Symposium on Information Theory, 2009

On the eigendistribution of the steady-state error covariance matrix for the extended RLS algorithm.
Proceedings of the IEEE International Conference on Acoustics, 2009

Particle filtering for Quantized Innovations.
Proceedings of the IEEE International Conference on Acoustics, 2009

On the recovery of nonnegative sparse vectors from sparse measurements inspired by expanders.
Proceedings of the IEEE International Conference on Acoustics, 2009

Near-Optimal Detection in MIMO Systems Using Gibbs Sampling.
Proceedings of the Global Communications Conference, 2009. GLOBECOM 2009, Honolulu, Hawaii, USA, 30 November, 2009

On the steady-state performance of Kalman filtering with intermittent observations for stable systems.
Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Breaking the ℓ1 recovery thresholds with reweighted ℓ1 optimization.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Limits of performance of real-time DNA microarrays.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Violating the Ingleton inequality with finite groups.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Generalizing Kronecker graphs in order to model searchable networks.
Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008
Scaling laws of multiple antenna group-broadcast channels.
IEEE Trans. Wirel. Commun., 2008

Speeding up the Sphere Decoder With H<sup>infty</sup> and SDP Inspired Lower Bounds.
IEEE Trans. Signal Process., 2008

An Algebraic Coding Scheme for Wireless Relay Networks With Multiple-Antenna Nodes.
IEEE Trans. Signal Process., 2008

Differentiated rate scheduling for the down-link of cellular systems.
IEEE Trans. Commun., 2008

Modeling and Estimation for Real-Time Microarrays.
IEEE J. Sel. Top. Signal Process., 2008

Recovering Sparse Signals Using Sparse Measurement Matrices in Compressed DNA Microarrays.
IEEE J. Sel. Top. Signal Process., 2008

Code Design for Multihop Wireless Relay Networks.
EURASIP J. Adv. Signal Process., 2008

Diversity Analysis of Distributed Space-Time Codes in Relay Networks with Multiple Transmit/Receive Antennas.
EURASIP J. Adv. Signal Process., 2008

Efficient and Robust Compressed Sensing using High-Quality Expander Graphs
CoRR, 2008

ON exact maximum-likelihood detection for non-coherent MIMO wireless systems: A branch-estimate-bound optimization framework.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Compressed sensing of approximately sparse signals.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Wireless erasure networks with feedback.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

The entropy region for three Gaussian random variables.
Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Multicast in wireless erasure networks with feedback.
Proceedings of the 13th IEEE Symposium on Computers and Communications (ISCC 2008), 2008

Low-complexity blind maximum-likelihood detection for SIMO systems with general constellations.
Proceedings of the IEEE International Conference on Acoustics, 2008

Sparse measurements, compressed sampling, and DNA microarrays.
Proceedings of the IEEE International Conference on Acoustics, 2008

On estimation in real-time microarrays.
Proceedings of the IEEE International Conference on Acoustics, 2008

Compressed sensing - probabilistic analysis of a null-space characterization.
Proceedings of the IEEE International Conference on Acoustics, 2008

Explicit measurements with almost optimal thresholds for compressed sensing.
Proceedings of the IEEE International Conference on Acoustics, 2008

A Stieltjes transform approach for studying the steady-state behavior of random Lyapunov and Riccati recursions.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Necessary and sufficient conditions for success of the nuclear norm heuristic for rank minimization.
Proceedings of the 47th IEEE Conference on Decision and Control, 2008

Compressed sensing over the Grassmann manifold: A unified analytical framework.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

A Stieltjes transform approach for analyzing the RLS adaptive Filter.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

Cayley's hyperdeterminant, the principal minors of a symmetric matrix and the entropy region of 4 Gaussian random variables.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

On the entropy region of discrete and continuous random variables and network information theory.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
A scheme for cancelling intercarrier interference using conjugate transmission in multicarrier communication systems.
IEEE Trans. Wirel. Commun., 2007

Delay Considerations for Opportunistic Scheduling in Broadcast Fading Channels.
IEEE Trans. Wirel. Commun., 2007

Statistical Pruning for Near-Maximum Likelihood Decoding.
IEEE Trans. Signal Process., 2007

Algebraic Cayley Differential Space-Time Codes.
IEEE Trans. Inf. Theory, 2007

A Comparison of Time-Sharing, DPC, and Beamforming for MIMO Broadcast Channels With Many Users.
IEEE Trans. Commun., 2007

A Practical Scheme for Wireless Network Operation.
IEEE Trans. Commun., 2007

Optimal LQG control across packet-dropping links.
Syst. Control. Lett., 2007

Fundamental Limits in MIMO Broadcast Channels.
IEEE J. Sel. Areas Commun., 2007

On the Complexity of Exact Maximum-Likelihood Decoding for Asymptotically Good Low Density Parity Check Codes
CoRR, 2007

Keynote Speaker.
Proceedings of the 5th International Symposium on Modeling and Optimization in Mobile, 2007

On the throughput of opportunistic beamforming with imperfect CSI.
Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007

Diversity-Multiplexing Gain Trade-off of a MIMO System with Relays.
Proceedings of the IEEE Information Theory Workshop on Information Theory for Wireless Networks, 2007

Normalized Entropy Vectors, Network Information Theory and Convex Optimization.
Proceedings of the IEEE Information Theory Workshop on Information Theory for Wireless Networks, 2007

PEP analysis of SDP-based non-coherent signal detection.
Proceedings of the IEEE International Symposium on Information Theory, 2007

Unambiguous discrimination between two rank-2 mixed quantum states.
Proceedings of the IEEE International Symposium on Information Theory, 2007

High Diversity Scheme for Wireless Networks based on Interference Cancellation.
Proceedings of the IEEE International Symposium on Information Theory, 2007

On a Construction of Entropic Vectors Using Lattice-Generated Distributions.
Proceedings of the IEEE International Symposium on Information Theory, 2007

On the Capacity Scalings of the Multiple Antenna Group-Broadcast Systems.
Proceedings of the IEEE International Symposium on Information Theory, 2007

ML Estimation of DNA Initial Copy Number in Polymerase Chain Reaction (PCR) Processes.
Proceedings of the IEEE International Conference on Acoustics, 2007

PEP Analysis of the SDP Based Joint Channel Estimation and Signal Detection.
Proceedings of the IEEE International Conference on Acoustics, 2007

A Coding Scheme for Wireless Networks with Multiple Antenna Nodes and No Channel Information.
Proceedings of the IEEE International Conference on Acoustics, 2007

Estimation over Communication Networks: Performance Bounds and Achievability Results.
Proceedings of the American Control Conference, 2007

2006
Efficient joint maximum-likelihood channel estimation and signal detection.
IEEE Trans. Wirel. Commun., 2006

Rate maximization in multi-antenna broadcast channels with linear preprocessing.
IEEE Trans. Wirel. Commun., 2006

Distributed Space-Time Coding in Wireless Relay Networks.
IEEE Trans. Wirel. Commun., 2006

A statistical model for microarrays, optimal estimation algorithms, and limits of performance.
IEEE Trans. Signal Process., 2006

On joint detection and decoding of linear block codes on Gaussian vector channels.
IEEE Trans. Signal Process., 2006

The p-norm generalization of the LMS algorithm for adaptive filtering.
IEEE Trans. Signal Process., 2006

MIMO linear equalization with an H<sup>infinity</sup> criterion.
IEEE Trans. Signal Process., 2006

Communication Over a Wireless Network With Random Connections.
IEEE Trans. Inf. Theory, 2006

On the Power Efficiency of Sensory and Ad Hoc Wireless Networks.
IEEE Trans. Inf. Theory, 2006

Capacity of wireless erasure networks.
IEEE Trans. Inf. Theory, 2006

Sphere-Constrained ML Detection for Frequency-Selective Channels.
IEEE Trans. Commun., 2006

High-Rate Codes With Bounded PMEPR for BPSK and Other Symmetric Constellations.
IEEE Trans. Commun., 2006

On a stochastic sensor selection algorithm with applications in sensor scheduling and sensor coverage.
Autom., 2006

An Algebraic Family of Distributed Space-Time Codes for Wireless Relay Networks.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

On the Capacity Region of Multi-Antenna Gaussian Broadcast Channels with Estimation Error.
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

How Much Does Transmit Correlation Affect the Sum-Rate of MIMO Downlink Channels?
Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

On Limits of Performance of Dna Microarrays.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

The Effect of Channel Estimation Error on the Throughput of Broadcast Channels.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Asymptotic Analysis of the Gaussian Broadcast Channel with Perturbation Preprocessing.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Further Results on Speeding up the Sphere Decoder.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

On the effect of quantization on performance at high rates.
Proceedings of the American Control Conference, 2006

2005
On the sphere-decoding algorithm II. Generalizations, second-order statistics, and applications to communications.
IEEE Trans. Signal Process., 2005

Three-transmit-antenna space-time codes based on SU(3).
IEEE Trans. Signal Process., 2005

On the sphere-decoding algorithm I. Expected complexity.
IEEE Trans. Signal Process., 2005

On the capacity of MIMO broadcast channels with partial side information.
IEEE Trans. Inf. Theory, 2005

Amplitude and Sign Adjustment for Peak-to-Average-Power Reduction.
IEEE Trans. Commun., 2005

On robust signal reconstruction in noisy filter banks.
Signal Process., 2005

Bounds on the performance of sphere decoding of linear block codes.
Proceedings of the IEEE ITSOC Information Theory Workshop 2005 on Coding and Complexity, 2005

Differentiated rate scheduling for gaussian broadcast channels.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Cooperative diversity in wireless relay networks with multiple-antenna nodes.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

An achievability result for random networks.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

The capacity region of multiple input erasure broadcast channels.
Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

A delay analysis for opportunistic transmission in fading broadcast channels.
Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

A branch and bound approach to speed up the sphere decoder.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

State Estimation Utilizing Multiple Description Coding over Lossy Networks.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

On Sensor Fusion in the Presence of Packet-dropping Communication Channels.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

On LQG control across a stochastic packet-dropping link.
Proceedings of the American Control Conference, 2005

2004
Iterative Decoding for MIMO Channels Via Modified Sphere Decoding.
IEEE Trans. Wirel. Commun., 2004

On the capacity of frequency- selective channels in training-based transmission schemes.
IEEE Trans. Signal Process., 2004

Existence of codes with constant PMEPR and related design.
IEEE Trans. Signal Process., 2004

MIMO decision feedback equalization from an H<sup>∞</sup> perspective.
IEEE Trans. Signal Process., 2004

On multicarrier signals where the PMEPR of a random codeword is asymptotically logn.
IEEE Trans. Inf. Theory, 2004

Analysis of Multiple-Antenna Wireless Links at Low SNR.
IEEE Trans. Inf. Theory, 2004

Design of fully diverse multiple-antenna codes based on Sp(2).
IEEE Trans. Inf. Theory, 2004

On the achievable average power reduction of MSM optical signals.
IEEE Commun. Lett., 2004

Wireless networks, diversity and space-time codes.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

Statistical approach to ML decoding of linear block codes on symmetric channels.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Delay guarantee versus throughput in broadcast fading channels.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Scaling laws of sum rate using time-sharing, DPC, and beamforming for MIMO broadcast channels.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

The Gaussian interference channel at low SNR.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Power bandwidth trade-off for sensory and ad-hoc wireless networks.
Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Scheduling for Distributed Sensor Networks with Single Sensor Measurement per Time Step.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Peak to average power reduction using amplitude and sign adjustment.
Proceedings of IEEE International Conference on Communications, 2004

Space-time code design for three-transmit-antenna systems.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

Sensor scheduling algorithms requiring limited computation [vehicle sonar range-finder example].
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

On the synthesis of control laws for a network of autonomous agents.
Proceedings of the 2004 American Control Conference, 2004

2003
Unitary space-time modulation via Cayley transform.
IEEE Trans. Signal Process., 2003

The academic and industrial embrace of space-time methods.
IEEE Trans. Inf. Theory, 2003

How much training is needed in multiple-antenna wireless links?.
IEEE Trans. Inf. Theory, 2003

On the average power of multiple subcarrier intensity modulated optical signals: Nehari's problem and coding bounds.
Proceedings of IEEE International Conference on Communications, 2003

Joint maximum-likelihood channel estimation and signal detection for SIMO channels.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

A deterministic algorithm that achieves the PMEPR of c log n for multicarrier signals.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Design of fully-diverse multi-antenna codes based on Sp(2).
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Efficient statistical pruning for maximum likelihood decoding.
Proceedings of the 2003 IEEE International Conference on Acoustics, 2003

Maximum-likelihood decoding and integer least-squares: The expected complexity.
Proceedings of the Multiantenna Channels: Capacity, 2003

Linear Network Codes: A Unified Framework for Source, Channel, and Network Coding.
Proceedings of the Advances in Network Information Theory, 2003

Stability analysis of stochastically varying formations of dynamic agents.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

On the control of jump linear Markov systems with Markov state estimation.
Proceedings of the American Control Conference, 2003

2002
Structured unitary space-time autocoding constellations.
IEEE Trans. Inf. Theory, 2002

Multiple-antennas and isotropically random unitary inputs: The received signal density in closed form.
IEEE Trans. Inf. Theory, 2002

High-rate codes that are linear in space and time.
IEEE Trans. Inf. Theory, 2002

Cayley differential unitary space - Time codes.
IEEE Trans. Inf. Theory, 2002

Maximum-Likelihood Sequence Detection of Multiple Antenna Systems over Dispersive Channels via Sphere Decoding.
EURASIP J. Adv. Signal Process., 2002

Towards closing the capacity gap on multiple antenna channels.
Proceedings of the IEEE International Conference on Acoustics, 2002

On the expected complexity of integer least-squares problems.
Proceedings of the IEEE International Conference on Acoustics, 2002

Unitary space-time codes and the Cayley transform.
Proceedings of the IEEE International Conference on Acoustics, 2002

Multi-antenna Cayley differential codes.
Proceedings of the IEEE International Conference on Acoustics, 2002

2001
Estimation-based synthesis of H∞-optimal adaptive FIR filters for filtered-LMS problems.
IEEE Trans. Signal Process., 2001

Representation theory for high-rate multiple-antenna code design.
IEEE Trans. Inf. Theory, 2001

Space-Time autocoding.
IEEE Trans. Inf. Theory, 2001

H<sup>∞</sup> bounds for least-squares estimators.
IEEE Trans. Autom. Control., 2001

FIR H<sup>infinity</sup> equalization.
Signal Process., 2001

Optimal training for frequency-selective fading channels.
Proceedings of the IEEE International Conference on Acoustics, 2001

High-rate linear space-time codes.
Proceedings of the IEEE International Conference on Acoustics, 2001

2000
On linear H<sup>∞</sup> equalization of communication channels.
IEEE Trans. Signal Process., 2000

Array algorithms for H<sup>∞</sup> estimation.
IEEE Trans. Autom. Control., 2000

Codes for differential signaling with many antennas.
Proceedings of the 2000 IEEE Wireless Communications and Networking Conference, 2000

Adaptive Equalization of Multiple-Input Multiple-Output (MIMO) Channels.
Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

Mixed H<sup>2</sup>/H<sup>∞</sup> optimal signal reconstruction in noisy filter banks.
Proceedings of the IEEE International Conference on Acoustics, 2000

An efficient square-root algorithm for BLAST.
Proceedings of the IEEE International Conference on Acoustics, 2000

FIR H∞ equalization.
Proceedings of the IEEE International Conference on Acoustics, 2000

Estimation-based multi-channel adaptive algorithm for filtered-LMS problems.
Proceedings of the American Control Conference, 2000

1999
Decision feedback equalization from an H-infinity perspective.
Proceedings of the IEEE-EURASIP Workshop on Nonlinear Signal and Image Processing (NSIP'99), 1999

On H<sup>∞</sup> optimal signal reconstruction in noisy filter banks.
Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998
H<sup>∞</sup> equalization of communication channels.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998

1996
H<sup>∞</sup> optimality of the LMS algorithm.
IEEE Trans. Signal Process., 1996

Linear estimation in Krein spaces. II. Applications.
IEEE Trans. Autom. Control., 1996

Linear estimation in Krein spaces. I. Theory.
IEEE Trans. Autom. Control., 1996

Inertia properties of indefinite quadratic forms.
IEEE Signal Process. Lett., 1996

1995
Blind channel identification based on second-order statistics: a frequency-domain approach.
IEEE Trans. Inf. Theory, 1995

H<sup>∞</sup> adaptive filtering.
Proceedings of the 1995 International Conference on Acoustics, 1995

1994
Optimal Training Algorithms and their Relation to Backpropagation.
Proceedings of the Advances in Neural Information Processing Systems 7, 1994

1993
Optimal Brain Surgeon: Extensions and performance comparison.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Optimality Criteria for LMS and Backpropagation.
Proceedings of the Advances in Neural Information Processing Systems 6, 1993

Optimal Brain Surgeon and general network pruning.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993

1992
Second Order Derivatives for Network Pruning: Optimal Brain Surgeon.
Proceedings of the Advances in Neural Information Processing Systems 5, [NIPS Conference, Denver, Colorado, USA, November 30, 1992


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