Sekhar Tatikonda

Xenophon Papademetris

Pamela Ventola

James S. Duncan

Proceedings of the Information Processing in Medical Imaging, 2021

MALI: A memory efficient and reverse accurate integrator for Neural ODEs.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

The Time-Invariant Multidimensional Gaussian Sequential Rate-Distortion Problem Revisited.

[BibT_eX]

[DOI]

Photios A. Stavrou

Takashi Tanaka

IEEE Trans. Autom. Control., 2020

AdaBelief Optimizer: Adapting Stepsizes by the Belief in Observed Gradients.

[BibT_eX]

[DOI]

Xenophon Papademetris

James S. Duncan

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Adaptive Checkpoint Adjoint Method for Gradient Estimation in Neural ODE.

[BibT_eX]

[DOI]

Xenophon Papademetris

James S. Duncan

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Locality in Network Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2019

Learning Unfaithful $K$-separable Gaussian Graphical Models.

[BibT_eX]

[DOI]

De Wen Soh

J. Mach. Learn. Res., 2019

A New Approach to Laplacian Solvers and Flow Problems.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2019

Sparse Regression Codes.

[BibT_eX]

[DOI]

Andrew R. Barron

Found. Trends Commun. Inf. Theory, 2019

2018

Zero-shot Transfer Learning for Semantic Parsing.

[BibT_eX]

[DOI]

CoRR, 2018

Sequence to Logic with Copy and Cache.

[BibT_eX]

[DOI]

Javid Dadashkarimi

CoRR, 2018

2017

The Rate-Distortion Function and Excess-Distortion Exponent of Sparse Regression Codes With Optimal Encoding.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2017

Accelerated consensus via Min-Sum Splitting.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 30: Annual Conference on Neural Information Processing Systems 2017, 2017

2016

Scatter matrix concordance as a diagnostic for regressions on subsets of data.

[BibT_eX]

[DOI]

Stat. Anal. Data Min., 2016

Decay of correlation in network flow problems.

[BibT_eX]

[DOI]

Proceedings of the 2016 Annual Conference on Information Science and Systems, 2016

2015

Capacity-Achieving Feedback Schemes for Gaussian Finite-State Markov Channels With Channel State Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2015

An algorithmic approach to identify irrelevant information in sequential teams.

[BibT_eX]

[DOI]

Autom., 2015

2014

Lossy Compression via Sparse Linear Regression: Computationally Efficient Encoding and Decoding.

[BibT_eX]

[DOI]

Tuhin Sarkar

IEEE Trans. Inf. Theory, 2014

Lossy Compression via Sparse Linear Regression: Performance Under Minimum-Distance Encoding.

[BibT_eX]

[DOI]

Antony Joseph

IEEE Trans. Inf. Theory, 2014

Rewritable Storage Channels with Hidden State.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2014

Testing Unfaithful Gaussian Graphical Models.

[BibT_eX]

[DOI]

De Wen Soh

Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014

The Gaussian rate-distortion function of sparse regression codes with optimal encoding.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Information Theory, Honolulu, HI, USA, June 29, 2014

2013

Achievable Rates for Channels With Deletions and Insertions.

[BibT_eX]

[DOI]

Kannan Ramchandran

IEEE Trans. Inf. Theory, 2013

Message-Passing Algorithms: Reparameterizations and Splittings.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

Message-passing algorithms for quadratic minimization.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2013

Improved capacity lower bounds for channels with deletions and insertions.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

Sparse Regression codes: Recent results and future directions.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Information Theory Workshop, 2013

2012

Opportunistic Capacity and Error Exponent Region for the Compound Channel With Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

Gaussian Rate-Distortion via Sparse Regression over Compact Dictionaries

[BibT_eX]

[DOI]

Antony Joseph

CoRR, 2012

Coding strategies for the uniform noise rewritable channel with hidden state.

[BibT_eX]

[DOI]

Luis Alfonso Lastras-Montaño

Michele Franceschini

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Gaussian rate-distortion via sparse linear regression over compact dictionaries.

[BibT_eX]

[DOI]

Antony Joseph

Proceedings of the 2012 IEEE International Symposium on Information Theory, 2012

Dynamic threshold models of collective action in social networks.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Sparse regression codes for multi-terminal source and channel coding.

[BibT_eX]

[DOI]

Proceedings of the 50th Annual Allerton Conference on Communication, 2012

2011

Network Tomography Based on Additive Metrics.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2011

Maximum Weight Partial Colorings on Sparse Random Graphs.

[BibT_eX]

[DOI]

Steven Jaslar

SIAM J. Discret. Math., 2011

Conditioned Poisson distributions and the concentration of chromatic numbers

[BibT_eX]

[DOI]

John Hartigan

David Pollard

CoRR, 2011

2010

Efficient and dynamic routing topology inference from end-to-end measurements.

[BibT_eX]

[DOI]

IEEE/ACM Trans. Netw., 2010

Convergent and Correct Message Passing Schemes for Optimization Problems over Graphical Models.

[BibT_eX]

[DOI]

Proceedings of the UAI 2010, 2010

Opportunistic capacity and error exponent regions for compound channel with feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

Unconstrained minimization of quadratic functions via min-sum.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Opportunistic capacity and error exponent regions for variable length communication over compound channel with feedback.

[BibT_eX]

[DOI]

Proceedings of the 44th Annual Conference on Information Sciences and Systems, 2010

Performance analysis of sum-product algorithms for multiple fault diagnosis applications.

[BibT_eX]

[DOI]

Tung Le

Christoforos N. Hadjicostis

Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009

The Capacity of Channels With Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2009

The error exponent of variable-length codes over Markov channels with feedback.

[BibT_eX]

[DOI]

Giacomo Como

IEEE Trans. Inf. Theory, 2009

A Counterexample in Distributed Optimal Sensing and Control.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2009

A Graphical modeling approach to simplifying sequential teams.

[BibT_eX]

[DOI]

Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

Clustering phenomena in message-passing schemes.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE Information Theory Workshop, 2009

Graph covers and quadratic minimization.

[BibT_eX]

[DOI]

Justin Thaler

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

A training based scheme for communicating over unknown channels with feedback.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

Sequential team form and its simplification using graphical models.

[BibT_eX]

[DOI]

Proceedings of the 47th Annual Allerton Conference on Communication, 2009

2008

Capacity-achieving Feedback Scheme for Gaussian Finite-State Markov Channels with Channel State Information

[BibT_eX]

[DOI]

CoRR, 2008

Cooperative control under communication constraints.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Information Theory Workshop, 2008

The structure of encoders for channels with feedback.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Information Theory, 2008

Network Routing Topology Inference from End-to-End Measurements.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

s-t paths using the min-sum algorithm.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

Convergence of optimal values past critical threshold.

[BibT_eX]

[DOI]

Steven Jaslar

Proceedings of the 46th Annual Allerton Conference on Communication, 2008

2007

On the Feedback Capacity of Power-Constrained Gaussian Noise Channels With Memory.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2007

Optimal and Structured Call Admission Control Policies for Resource-Sharing Systems.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2007

Analyzing Product-Form Stochastic Networks Via Factor Graphs and the Sum-Product Algorithm.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2007

On the error exponent of variable-length block-coding schemes over finite-state Markov channels with feedback

[BibT_eX]

[DOI]

Giacomo Como

CoRR, 2007

Capacity of Markov Channels with Partial State Feedback.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2007

On the Burnashev exponent for Markov channels.

[BibT_eX]

[DOI]

Giacomo Como

Proceedings of the IEEE International Symposium on Information Theory, 2007

Performance Evaluation of Loss Networks via Factor Graphs and the Sum-Product Algorithm.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2007. 26th IEEE International Conference on Computer Communications, 2007

2006

Analysis of Max-Product via Local Maxifiers.

[BibT_eX]

[DOI]

Stephan Winkler

David Pollard

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

A Markov Random Field Approach to Multicast-Based Network Inference Problems.

[BibT_eX]

[DOI]

Proceedings of the Proceedings 2006 IEEE International Symposium on Information Theory, 2006

Feedback Capacity of Stationary Sources over Gaussian Intersymbol Interference Channels.

[BibT_eX]

[DOI]

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

A Large-Scale Distributed Traffic Matrix Estimation Algorithm.

[BibT_eX]

[DOI]

Edmund M. Yeh

Proceedings of the Global Telecommunications Conference, 2006. GLOBECOM '06, San Francisco, CA, USA, 27 November, 2006

2005

Feedback capacity of finite-state machine channels.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2005

Authors' reply [to comments on "control over noisy channels" by S. Tatikonda and S. Mitter].

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2005

Calculating blocking probabilities for loss networks based on probabilistic graphical models.

[BibT_eX]

[DOI]

Proceedings of the 2005 IEEE International Symposium on Information Theory, 2005

Threshold and reservation based call admission control policies for multiservice resource-sharing systems.

[BibT_eX]

[DOI]

Proceedings of the INFOCOM 2005. 24th Annual Joint Conference of the IEEE Computer and Communications Societies, 2005

Revenue optimization via call admission control and pricing for mobile cellular systems.

[BibT_eX]

[DOI]

Proceedings of IEEE International Conference on Communications, 2005

A Markov Decision Approach to Feedback Channel Capacity.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Sequential Source Coding: An optimization viewpoint.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Stochastic linear control over a communication channel.

[BibT_eX]

[DOI]

Anant Sahai

IEEE Trans. Autom. Control., 2004

Control over noisy channels.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2004

Control under communication constraints.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2004

Linear Gaussian channels: feedback capacity under power constraints.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Coding and routing complexity in sensor networks.

[BibT_eX]

[DOI]

Kannan Ramchandran

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Capacity-achieving feedback scheme for Markov channels with channel state information.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE International Symposium on Information Theory, 2004

Capacity-achieving feedback scheme for flat fading channels with channel state information.

[BibT_eX]

[DOI]

Proceedings of the 2004 American Control Conference, 2004

2003

Convergence of the sum-product algorithm.

[BibT_eX]

[DOI]

Sekhar Chandra Tatikonda

Proceedings of the Proceedings 2003 IEEE Information Theory Workshop, 2003

Some scaling properties of large distributed control systems.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2002

Loopy Belief Propogation and Gibbs Measures.

[BibT_eX]

[DOI]

Michael I. Jordan

Proceedings of the UAI '02, 2002

2001

Optimal Sequential Vector Quantization of Markov Sources.

[BibT_eX]

[DOI]

Vivek S. Borkar

SIAM J. Control. Optim., 2001

Markov control problems under communication constraints.

[BibT_eX]

[DOI]

Vivek S. Borkar