Galen Reeves

IEEE Trans. Inf. Theory, February, 2024

2023

Approximate Message Passing for the Matrix Tensor Product Model.

[BibT_eX]

[DOI]

Riccardo Rossetti

CoRR, 2023

Achieving Capacity on Non-Binary Channels with Generalized Reed-Muller Codes.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2023

2022

$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension.

[BibT_eX]

[DOI]

Ziv Goldfeld

Kristjan H. Greenewald

Theshani Nuradha

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity.

[BibT_eX]

[DOI]

Joshua K. Behne

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Gaussian Approximation of Quantization Error for Estimation From Compressed Data.

[BibT_eX]

[DOI]

Alon Kipnis

IEEE Trans. Inf. Theory, 2021

Reed-Muller Codes Achieve Capacity on BMS Channels.

[BibT_eX]

[DOI]

CoRR, 2021

Rank-one matrix estimation with groupwise heteroskedasticity.

[BibT_eX]

[DOI]

Joshua K. Behne

CoRR, 2021

The Gaussian equivalence of generative models for learning with shallow neural networks.

[BibT_eX]

[DOI]

Proceedings of the Mathematical and Scientific Machine Learning, 2021

Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples.

[BibT_eX]

[DOI]

Yixing Zhang

Xiuyuan Cheng

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Information-Theoretic Limits for the Matrix Tensor Product.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Inf. Theory, 2020

A Two-Moment Inequality with Applications to Rényi Entropy and Mutual Information.

[BibT_eX]

[DOI]

Entropy, 2020

The Gaussian equivalence of generative models for learning with two-layer neural networks.

[BibT_eX]

[DOI]

CoRR, 2020

Information-theoretic limits of a multiview low-rank symmetric spiked matrix model.

[BibT_eX]

[DOI]

Jean Barbier

Proceedings of the IEEE International Symposium on Information Theory, 2020

2019

The Replica-Symmetric Prediction for Random Linear Estimation With Gaussian Matrices Is Exact.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2019

Understanding Phase Transitions via Mutual Information and MMSE.

[BibT_eX]

[DOI]

CoRR, 2019

The Geometry of Community Detection via the MMSE Matrix.

[BibT_eX]

[DOI]

Alexander Volfovsky

Proceedings of the IEEE International Symposium on Information Theory, 2019

Adversarially Learned Representations for Information Obfuscation and Inference.

[BibT_eX]

[DOI]

Guillermo Sapiro

Proceedings of the 36th International Conference on Machine Learning, 2019

The All-or-Nothing Phenomenon in Sparse Linear Regression.

[BibT_eX]

[DOI]

Jiaming Xu

Ilias Zadik

Proceedings of the Conference on Learning Theory, 2019

All-or-Nothing Phenomena: From Single-Letter to High Dimensions.

[BibT_eX]

[DOI]

Jiaming Xu

Ilias Zadik

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Gaussian Mixture Models for Stochastic Block Models with Non-Vanishing Noise.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

Mutual Information in Community Detection with Covariate Information and Correlated Networks.

[BibT_eX]

[DOI]

Proceedings of the 57th Annual Allerton Conference on Communication, 2019

2018

Mutual Information as a Function of Matrix SNR for Linear Gaussian Channels.

[BibT_eX]

[DOI]

Alex Dytso

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

Single Letter Formulas for Quantized Compressed Sensing with Gaussian Codebooks.

[BibT_eX]

[DOI]

Alon Kipnis

Yonina C. Eldar

Proceedings of the 2018 IEEE International Symposium on Information Theory, 2018

2017

Conditional central limit theorems for Gaussian projections.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Two-moment inequalities for Rényi entropy and mutual information.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

Compressed sensing under optimal quantization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

A performance-based approach to designing the stimulus presentation paradigm for the P300-based BCI by exploiting coding theory.

[BibT_eX]

[DOI]

B. O. Mainsah

Leslie M. Collins

Chandra S. Throckmorton

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

Decoupling in random linear estimation.

[BibT_eX]

[DOI]

Harry Pfister

Proceedings of the 51st Annual Conference on Information Sciences and Systems, 2017

Additivity of information in multilayer networks via additive Gaussian noise transforms.

[BibT_eX]

[DOI]

Proceedings of the 55th Annual Allerton Conference on Communication, 2017

2016

Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2016

The replica-symmetric prediction for compressed sensing with Gaussian matrices is exact.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2016

Modeling the P300-based brain-computer interface as a channel with memory.

[BibT_eX]

[DOI]

Boyla Mainsah

Proceedings of the 54th Annual Allerton Conference on Communication, 2016

Information-theoretic analysis of refractory effects in the P300 speller.

[BibT_eX]

[DOI]

Boyla Mainsah

Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016

2015

Classification and reconstruction of compressed GMM signals with side information.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2015

Quantifying uncertainty in variable selection with arbitrary matrices.

[BibT_eX]

[DOI]

Willem van den Boom

David B. Dunson

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014

Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Noisy Features in the Presence of Side Information.

[BibT_eX]

[DOI]

CoRR, 2014

The fundamental limits of stable recovery in compressed sensing.

[BibT_eX]

[DOI]

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

2013

Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2013

The minimax noise sensitivity in compressed sensing.

[BibT_eX]

[DOI]

David L. Donoho

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Achieving Bayes MMSE performance in the sparse signal + Gaussian white noise model when the noise level is unknown.

[BibT_eX]

[DOI]

David L. Donoho

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Beyond sparsity: Universally stable compressed sensing when the number of 'free' values is less than the number of observations.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2013

2012

The Sampling Rate-Distortion Tradeoff for Sparsity Pattern Recovery in Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2012

The sensitivity of compressed sensing performance to relaxation of sparsity.

[BibT_eX]

[DOI]

David L. Donoho

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

Compressed sensing phase transitions: Rigorous bounds versus replica predictions.

[BibT_eX]

[DOI]

Proceedings of the 46th Annual Conference on Information Sciences and Systems, 2012

2011

Sparsity Pattern Recovery in Compressed Sensing.

[BibT_eX]

[DOI]

PhD thesis, 2011

A compressed sensing wire-tap channel.

[BibT_eX]

[DOI]

Naveen Goela

Nebojsa Milosavljevic

Proceedings of the 2011 IEEE Information Theory Workshop, 2011

On the role of diversity in sparsity estimation.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE International Symposium on Information Theory Proceedings, 2011

2010

Fundamental Tradeoffs for Sparsity Pattern Recovery

[BibT_eX]

[DOI]

CoRR, 2010

"Compressed" compressed sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Symposium on Information Theory, 2010

2009

Managing Massive Time Series Streams with MultiScale Compressed Trickles.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2009

2008

Sampling bounds for sparse support recovery in the presence of noise.

[BibT_eX]

[DOI]