Philip Schniter

Orcid: 0000-0003-0939-7545

According to our database1, Philip Schniter authored at least 146 papers between 1998 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to signal processing in communications".

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
A Regularized Conditional GAN for Posterior Sampling in Image Recovery Problems.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Conditional Normalizing Flow for Accelerated Multi-Coil MR Imaging.
Proceedings of the International Conference on Machine Learning, 2023

Deep Expectation-Consistent Approximation for Phase Retrieval.
Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022
Denoising Generalized Expectation-Consistent Approximation for MR Image Recovery.
IEEE J. Sel. Areas Inf. Theory, September, 2022

A Regularized Conditional GAN for Posterior Sampling in Inverse Problems.
CoRR, 2022

Denoising Generalized Expectation-Consistent Approximation for MRI Image Recovery.
CoRR, 2022

Expectation Consistent Plug-and-Play for MRI.
Proceedings of the IEEE International Conference on Acoustics, 2022

MRI Recovery with a Self-Calibrated Denoiser.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Sketching Data Sets for Large-Scale Learning: Keeping only what you need.
IEEE Signal Process. Mag., 2021

Phase-Modulated Radar Waveform Classification Using Deep Networks.
CoRR, 2021

MRI Image Recovery using Damped Denoising Vector AMP.
Proceedings of the IEEE International Conference on Acoustics, 2021

Deep Neural Networks for Radar Waveform Classification.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Multi-User Detection Based on Expectation Propagation for the Non-Coherent SIMO Multiple Access Channel.
IEEE Trans. Wirel. Commun., 2020

A Simple Derivation of AMP and its State Evolution via First-Order Cancellation.
IEEE Trans. Signal Process., 2020

Plug-and-Play Methods for Magnetic Resonance Imaging: Using Denoisers for Image Recovery.
IEEE Signal Process. Mag., 2020

Inference With Deep Generative Priors in High Dimensions.
IEEE J. Sel. Areas Inf. Theory, 2020

Sketching Datasets for Large-Scale Learning (long version).
CoRR, 2020

Inference in Multi-Layer Networks with Matrix-Valued Unknowns.
CoRR, 2020

Matrix Inference and Estimation in Multi-Layer Models.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Free-Breathing Cardiovascular MRI Using a Plug-and-Play Method with Learned Denoiser.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Autotuning Plug-and-Play Algorithms for MRI.
Proceedings of the 54th Asilomar Conference on Signals, Systems, and Computers, 2020

2019
Joint Channel-Estimation/Decoding With Frequency-Selective Channels and Few-Bit ADCs.
IEEE Trans. Signal Process., 2019

Adaptive Detection of Structured Signals in Low-Rank Interference.
IEEE Trans. Signal Process., 2019

Bilinear Recovery Using Adaptive Vector-AMP.
IEEE Trans. Signal Process., 2019

Sketched Clustering via Hybrid Approximate Message Passing.
IEEE Trans. Signal Process., 2019

On the Convergence of Approximate Message Passing With Arbitrary Matrices.
IEEE Trans. Inf. Theory, 2019

Vector Approximate Message Passing.
IEEE Trans. Inf. Theory, 2019

Regularization by Denoising: Clarifications and New Interpretations.
IEEE Trans. Computational Imaging, 2019

Multi-User Detection Based on Expectation Propagation for the Non-Coherent SIMO Multiple Access Channel.
CoRR, 2019

Plug and play methods for magnetic resonance imaging.
CoRR, 2019

Compressive SAR Image Recovery and Classification Via CNNS.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

Non-Coherent Multi-User Detection Based on Expectation Propagation.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Joint Channel-Estimation and Equalization of Single-Carrier Systems via Bilinear AMP.
IEEE Trans. Signal Process., 2018

Channel Estimation in Broadband Millimeter Wave MIMO Systems With Few-Bit ADCs.
IEEE Trans. Signal Process., 2018

A GAMP-Based Low Complexity Sparse Bayesian Learning Algorithm.
IEEE Trans. Signal Process., 2018

Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis.
CoRR, 2018

prDeep: Robust Phase Retrieval with Flexible Deep Neural Networks.
CoRR, 2018

Plug-in Estimation in High-Dimensional Linear Inverse Problems: A Rigorous Analysis.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Inference in Deep Networks in High Dimensions.
Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

prDeep: Robust Phase Retrieval with a Flexible Deep Network.
Proceedings of the 35th International Conference on Machine Learning, 2018

An Expectation-Maximization Approach to Tuning Generalized Vector Approximate Message Passing.
Proceedings of the Latent Variable Analysis and Signal Separation, 2018

2017
Hybrid Approximate Message Passing.
IEEE Trans. Signal Process., 2017

AMP-Inspired Deep Networks for Sparse Linear Inverse Problems.
IEEE Trans. Signal Process., 2017

Inference for Generalized Linear Models via Alternating Directions and Bethe Free Energy Minimization.
IEEE Trans. Inf. Theory, 2017

Rigorous Dynamics and Consistent Estimation in Arbitrarily Conditioned Linear Systems.
Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

Learning and free energies for vector approximate message passing.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Sketched clustering via hybrid approximate message passing.
Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016
Sparse Multinomial Logistic Regression via Approximate Message Passing.
IEEE Trans. Signal Process., 2016

Fixed Points of Generalized Approximate Message Passing With Arbitrary Matrices.
IEEE Trans. Inf. Theory, 2016

A Survey of Stochastic Simulation and Optimization Methods in Signal Processing.
IEEE J. Sel. Top. Signal Process., 2016

Parametric Bilinear Generalized Approximate Message Passing.
IEEE J. Sel. Top. Signal Process., 2016

Phase diagram of matrix compressed sensing.
CoRR, 2016

Denoising based Vector Approximate Message Passing.
CoRR, 2016

Onsager-Corrected Deep Networks for Sparse Linear Inverse Problems.
CoRR, 2016

Expectation consistent approximate inference: Generalizations and convergence.
Proceedings of the IEEE International Symposium on Information Theory, 2016

Onsager-corrected deep learning for sparse linear inverse problems.
Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

Vector approximate message passing for the generalized linear model.
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015
Binary Linear Classification and Feature Selection via Generalized Approximate Message Passing.
IEEE Trans. Signal Process., 2015

Compressive Phase Retrieval via Generalized Approximate Message Passing.
IEEE Trans. Signal Process., 2015

Hyperspectral Unmixing Via Turbo Bilinear Approximate Message Passing.
IEEE Trans. Computational Imaging, 2015

Iteratively Reweighted ℓ<sub>1</sub> Approaches to Sparse Composite Regularization.
IEEE Trans. Computational Imaging, 2015

Tutorial on Stochastic Simulation and Optimization Methods in Signal Processing.
CoRR, 2015

Parametric Bilinear Generalized Approximate Message Passing.
CoRR, 2015

Adaptive damping and mean removal for the generalized approximate message passing algorithm.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Generalized approximate message passing for cosparse analysis compressive sensing.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

2014
An Empirical-Bayes Approach to Recovering Linearly Constrained Non-Negative Sparse Signals.
IEEE Trans. Signal Process., 2014

Bilinear Generalized Approximate Message Passing - Part II: Applications.
IEEE Trans. Signal Process., 2014

Bilinear Generalized Approximate Message Passing - Part I: Derivation.
IEEE Trans. Signal Process., 2014

A Factor Graph Approach to Joint OFDM Channel Estimation and Decoding in Impulsive Noise Environments.
IEEE Trans. Signal Process., 2014

In-Band Full-Duplex Wireless: Challenges and Opportunities.
IEEE J. Sel. Areas Commun., 2014

Guest Editorial: In-Band Full-Duplex Wireless Communications and Networks.
IEEE J. Sel. Areas Commun., 2014

Binary Linear Classification and Feature Selection via Generalized Approximate Message Passing.
CoRR, 2014

On the convergence of approximate message passing with arbitrary matrices.
Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

Channel estimation and precoder design for millimeter-wave communications: The sparse way.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

Channel estimation in millimeter wave MIMO systems with one-bit quantization.
Proceedings of the 48th Asilomar Conference on Signals, Systems and Computers, 2014

2013
Dynamic Compressive Sensing of Time-Varying Signals Via Approximate Message Passing.
IEEE Trans. Signal Process., 2013

Efficient High-Dimensional Inference in the Multiple Measurement Vector Problem.
IEEE Trans. Signal Process., 2013

Expectation-Maximization Gaussian-Mixture Approximate Message Passing.
IEEE Trans. Signal Process., 2013

On the Design of Large Scale Wireless Systems.
IEEE J. Sel. Areas Commun., 2013

Bilinear Generalized Approximate Message Passing.
CoRR, 2013

Generalized Approximate Message Passing for the Cosparse Analysis Model.
CoRR, 2013

A factor-graph approach to joint OFDM channel estimation and decoding in impulsive noise channels.
Proceedings of the 2013 Asilomar Conference on Signals, 2013

2012
Compressive Imaging Using Approximate Message Passing and a Markov-Tree Prior.
IEEE Trans. Signal Process., 2012

Robust Rate-Adaptive Wireless Communication Using ACK/NAK-Feedback.
IEEE Trans. Signal Process., 2012

Full-Duplex Bidirectional MIMO: Achievable Rates Under Limited Dynamic Range.
IEEE Trans. Signal Process., 2012

Joint Scheduling and Resource Allocation in OFDMA Downlink Systems Via ACK/NAK Feedback.
IEEE Trans. Signal Process., 2012

Multiuser Scheduling in a Markov-Modeled Downlink Using Randomly Delayed ARQ Feedback.
IEEE Trans. Inf. Theory, 2012

Belief-propagation-based joint channel estimation and decoding for spectrally efficient communication over unknown sparse channels.
Phys. Commun., 2012

Full-Duplex MIMO Relaying: Achievable Rates Under Limited Dynamic Range.
IEEE J. Sel. Areas Commun., 2012

A generalized framework for learning and recovery of structured sparse signals.
Proceedings of the IEEE Statistical Signal Processing Workshop, 2012

Hybrid generalized approximate message passing with applications to structured sparsity.
Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Performance bounds and associated design principles for multi-cellular wireless OFDMA systems.
Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Hardware phenomenological effects on cochannel full-duplex MIMO relay performance.
Proceedings of the Conference Record of the Forty Sixth Asilomar Conference on Signals, 2012

2011
Joint Scheduling and Resource Allocation in the OFDMA Downlink: Utility Maximization Under Imperfect Channel-State Information.
IEEE Trans. Signal Process., 2011

On Communication Over Unknown Sparse Frequency-Selective Block-Fading Channels.
IEEE Trans. Inf. Theory, 2011

A Message-Passing Receiver for BICM-OFDM Over Unknown Clustered-Sparse Channels.
IEEE J. Sel. Top. Signal Process., 2011

Hybrid Approximate Message Passing with Applications to Structured Sparsity
CoRR, 2011

Scaling Laws and Design Principles for Multi-Cellular Wireless OFDMA Systems
CoRR, 2011

Exploiting structured sparsity in Bayesian experimental design.
Proceedings of the 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2011

Efficient message passing-based inference in the multiple measurement vector problem.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Expectation-maximization Bernoulli-Gaussian approximate message passing.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Session TP8b1: Machine-learning-based statistical signal processing.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Session TP3a: Multi-dimensional compressive inference.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

Compressive sensing under matrix uncertainties: An Approximate Message Passing approach.
Proceedings of the Conference Record of the Forty Fifth Asilomar Conference on Signals, 2011

2010
On the spectral efficiency of noncoherent doubly selective block-fading channels.
IEEE Trans. Inf. Theory, 2010

Optimal Joint Scheduling and Resource Allocation in OFDMA Downlink Systems with Imperfect Channel-State Information
CoRR, 2010

Turbo reconstruction of structured sparse signals.
Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Throughput/energy aware opportunistic transmission control in broadcast networks.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
Rate Adaptation via Link-Layer Feedback for Goodput Maximization over a Time-Varying Channel.
IEEE Trans. Wirel. Commun., 2009

Non-Bayesian Rate-Adaptive Wireless Communication Using ARQ-Feedback
CoRR, 2009

Opportunistic Multiuser Scheduling in a Three State Markov-modeled Downlink
CoRR, 2009

Joint Opportunistic Scheduling in Multi-Cellular Systems
CoRR, 2009

2008
Iterative frequency-domain channel estimation and equalization for single-carrier transmissions without cyclic-prefix.
IEEE Trans. Wirel. Commun., 2008

Design and Analysis of MMSE Pilot-Aided Cyclic-Prefixed Block Transmissions for Doubly Selective Channels.
IEEE Trans. Signal Process., 2008

On the Optimality of the ARQ-DDF Protocol.
IEEE Trans. Inf. Theory, 2008

Efficient Multicarrier Communication for Highly Spread Underwater Acoustic Channels.
IEEE J. Sel. Areas Commun., 2008

Multiuser scheduling in a Markov-modeled downlink environment.
Proceedings of the 46th Annual Allerton Conference on Communication, 2008

A fast posterior update for sparse underdetermined linear models.
Proceedings of the 42nd Asilomar Conference on Signals, Systems and Computers, 2008

2007
Joint scale-lag diversity in wideband mobile direct sequence spread spectrum systems.
IEEE Trans. Wirel. Commun., 2007

Max-SINR ISI/ICI-Shaping Multicarrier Communication Over the Doubly Dispersive Channel.
IEEE Trans. Signal Process., 2007

Optimization of Training and Scheduling in the Non-Coherent SIMO Multiple Access Channel.
IEEE J. Sel. Areas Commun., 2007

Efficient communication over highly spread underwater acoustic channels.
Proceedings of the Second Workshop on Underwater Networks, 2007

2006
Efficient Sequence Detection of Multicarrier Transmissions over Doubly Dispersive Channels.
EURASIP J. Adv. Signal Process., 2006

On Doubly Dispersive Channel Estimation for Pilot-Aided Pulse-Shaped Multi-Carrier Modulation.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

Minimum Mean-Squared Error Pilot-Aided Transmission for MIMO Doubly Selective Channels.
Proceedings of the 40th Annual Conference on Information Sciences and Systems, 2006

2005
Adaptive chip-rate equalization of downlink multirate wideband CDMA.
IEEE Trans. Signal Process., 2005

On the achievable diversity-multiplexing tradeoff in half-duplex cooperative channels.
IEEE Trans. Inf. Theory, 2005

On the Achievable Diversity-Multiplexing Tradeoffs in Half-Duplex Cooperative Channels
CoRR, 2005

Scale-lag diversity reception in mobile wideband channels.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

MSE-optimal training for linear time-varying channels.
Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004
On the robustness of decision-feedback detection of DPSK and differential unitary space-time modulation in Rayleigh-fading channels.
IEEE Trans. Wirel. Commun., 2004

Low-complexity equalization of OFDM in doubly selective channels.
IEEE Trans. Signal Process., 2004

Subspace leaky LMS.
IEEE Signal Process. Lett., 2004

Achievable diversity-vs-multiplexing tradeoffs in half-duplex cooperative channels.
Proceedings of the 2004 IEEE Information Theory Workshop, 2004

On the design of non-(bi)orthogonal pulse-shaped FDM for doubly-dispersive channels.
Proceedings of the 2004 IEEE International Conference on Acoustics, 2004

2003
Low-complexity receiver for OFDM in doubly-selective channels.
Proceedings of the Global Telecommunications Conference, 2003

2002
On the equivalence of three reduced rank linear estimators with applications to DS-CDMA.
IEEE Trans. Inf. Theory, 2002


2001
Existence and performance of Shalvi-Weinstein estimators.
IEEE Trans. Signal Process., 2001

Performance analysis of Godard-based blind channel identification.
IEEE Trans. Signal Process., 2001

2000
Sufficient conditions for the local convergence of constant modulus algorithms.
IEEE Trans. Signal Process., 2000

Bounds for the MSE performance of constant modulus estimators.
IEEE Trans. Inf. Theory, 2000

1999
Dithered signed-error CMA: robust, computationally efficient blind adaptive equalization.
IEEE Trans. Signal Process., 1999

SINR-based sufficient conditions for CMA desired-user-lock.
Proceedings of the 1999 IEEE Wireless Communications and Networking Conference, 1999

1998
Blind equalization using the constant modulus criterion: a review.
Proc. IEEE, 1998

The dithered signed-error constant modulus algorithm.
Proceedings of the 1998 IEEE International Conference on Acoustics, 1998


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