Galen Reeves - RankMe

80 papers A* 3A 2B 22Misc 4Journal 40Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Capacity on BMS Channels via Code Symmetry and Nesting. CoRR Henry D. Pfister, Galen Reeves
2025	B	`conf`	Fundamental Limits for High-Dimensional Factor Regression Models. ISIT Riccardo Rossetti, Galen Reeves
2025	B	`conf`	Information-Theoretic Proofs for Diffusion Sampling. ISIT Galen Reeves, Henry D. Pfister
2025	J	`jnl`	Information-Theoretic Proofs for Diffusion Sampling. CoRR Galen Reeves, Henry D. Pfister
2025	J	`jnl`	Statistical Limits for Finite-Rank Tensor Estimation. CoRR Riccardo Rossetti, Galen Reeves
2025	J	`jnl`	What happens when generative AI models train recursively on each others' generated outputs? CoRR Hung Ahn Vu, Galen Reeves, Emily Wenger
2024	J	`jnl`	Linear Operator Approximate Message Passing (OpAMP). CoRR Riccardo Rossetti, Bobak Nazer, Galen Reeves
2024	B	`conf`	Linear Operator Approximate Message Passing: Power Method with Partial and Stochastic Updates. ISIT Riccardo Rossetti, Bobak Nazer, Galen Reeves
2024	J	`jnl`	Reed-Muller Codes on BMS Channels Achieve Vanishing Bit-Error Probability for all Rates Below Capacity. IEEE Trans. Inf. Theory Galen Reeves, Henry D. Pfister
2023	B	`conf`	Achieving Capacity on Non-Binary Channels with Generalized Reed-Muller Codes. ISIT Galen Reeves, Henry D. Pfister
2023	J	`jnl`	Achieving Capacity on Non-Binary Channels with Generalized Reed-Muller Codes. CoRR Galen Reeves, Henry D. Pfister
2023	J	`jnl`	Approximate Message Passing for the Matrix Tensor Product Model. CoRR Riccardo Rossetti, Galen Reeves
2022	A*	`conf`	$k$-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension. NeurIPS Ziv Goldfeld, Kristjan H. Greenewald, Theshani Nuradha, Galen Reeves
2022	A	`conf`	Fundamental limits for rank-one matrix estimation with groupwise heteroskedasticity. AISTATS Joshua K. Behne, Galen Reeves
2022	J	`jnl`	k-Sliced Mutual Information: A Quantitative Study of Scalability with Dimension. CoRR Ziv Goldfeld, Kristjan H. Greenewald, Theshani Nuradha, Galen Reeves
2021	A	`conf`	Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples. AISTATS Yixing Zhang, Xiuyuan Cheng, Galen Reeves
2021	J	`jnl`	Convergence of Gaussian-smoothed optimal transport distance with sub-gamma distributions and dependent samples. CoRR Yixing Zhang, Xiuyuan Cheng, Galen Reeves
2021	J	`jnl`	Gaussian Approximation of Quantization Error for Estimation From Compressed Data. IEEE Trans. Inf. Theory Alon Kipnis, Galen Reeves
2021	J	`jnl`	Rank-one matrix estimation with groupwise heteroskedasticity. CoRR Joshua K. Behne, Galen Reeves
2021	J	`jnl`	Reed-Muller Codes Achieve Capacity on BMS Channels. CoRR Galen Reeves, Henry D. Pfister
2021	—	`conf`	The Gaussian equivalence of generative models for learning with shallow neural networks. MSML Sebastian Goldt, Bruno Loureiro, Galen Reeves, Florent Krzakala, Marc Mézard, Lenka Zdeborová
2020	J	`jnl`	A Two-Moment Inequality with Applications to Rényi Entropy and Mutual Information. Entropy Galen Reeves
2020	J	`jnl`	Gaussian Approximation of Quantization Error for Estimation from Compressed Data. CoRR Alon Kipnis, Galen Reeves
2020	J	`jnl`	Information-Theoretic Limits for the Matrix Tensor Product. CoRR Galen Reeves
2020	J	`jnl`	Information-Theoretic Limits for the Matrix Tensor Product. IEEE J. Sel. Areas Inf. Theory Galen Reeves
2020	B	`conf`	Information-theoretic limits of a multiview low-rank symmetric spiked matrix model. ISIT Jean Barbier, Galen Reeves
2020	J	`jnl`	Information-theoretic limits of a multiview low-rank symmetric spiked matrix model. CoRR Jean Barbier, Galen Reeves
2020	J	`jnl`	The Gaussian equivalence of generative models for learning with two-layer neural networks. CoRR Sebastian Goldt, Galen Reeves, Marc Mézard, Florent Krzakala, Lenka Zdeborová
2019	A*	`conf`	Adversarially Learned Representations for Information Obfuscation and Inference. ICML Martín Bertrán, Natalia Martínez, Afroditi Papadaki, Qiang Qiu, Miguel R. D. Rodrigues, Galen Reeves, Guillermo Sapiro
2019	—	`conf`	All-or-Nothing Phenomena: From Single-Letter to High Dimensions. CAMSAP Galen Reeves, Jiaming Xu, Ilias Zadik
2019	J	`jnl`	All-or-Nothing Phenomena: From Single-Letter to High Dimensions. CoRR Galen Reeves, Jiaming Xu, Ilias Zadik
2019	B	`conf`	Gaussian Approximation of Quantization Error for Estimation from Compressed Data. ISIT Alon Kipnis, Galen Reeves
2019	—	`conf`	Gaussian Mixture Models for Stochastic Block Models with Non-Vanishing Noise. CAMSAP Heather Mathews, Vaishakhi Mayya, Alexander Volfovsky, Galen Reeves
2019	—	`conf`	Mutual Information in Community Detection with Covariate Information and Correlated Networks. Allerton Vaishakhi Mayya, Galen Reeves
2019	J	`jnl`	Mutual Information in Community Detection with Covariate Information and Correlated Networks. CoRR Vaishakhi Mayya, Galen Reeves
2019	A*	`conf`	The All-or-Nothing Phenomenon in Sparse Linear Regression. COLT Galen Reeves, Jiaming Xu, Ilias Zadik
2019	J	`jnl`	The All-or-Nothing Phenomenon in Sparse Linear Regression. CoRR Galen Reeves, Jiaming Xu, Ilias Zadik
2019	B	`conf`	The Geometry of Community Detection via the MMSE Matrix. ISIT Galen Reeves, Vaishakhi Mayya, Alexander Volfovsky
2019	J	`jnl`	The Geometry of Community Detection via the MMSE Matrix. CoRR Galen Reeves, Vaishakhi Mayya, Alexander Volfovsky
2019	J	`jnl`	The Replica-Symmetric Prediction for Random Linear Estimation With Gaussian Matrices Is Exact. IEEE Trans. Inf. Theory Galen Reeves, Henry D. Pfister
2019	J	`jnl`	Understanding Phase Transitions via Mutual Information and MMSE. CoRR Galen Reeves, Henry D. Pfister
2018	B	`conf`	Mutual Information as a Function of Matrix SNR for Linear Gaussian Channels. ISIT Galen Reeves, Henry D. Pfister, Alex Dytso
2018	B	`conf`	Single Letter Formulas for Quantized Compressed Sensing with Gaussian Codebooks. ISIT Alon Kipnis, Galen Reeves, Yonina C. Eldar
2017	Misc	`conf`	A performance-based approach to designing the stimulus presentation paradigm for the P300-based BCI by exploiting coding theory. ICASSP B. O. Mainsah, Leslie M. Collins, Galen Reeves, Chandra S. Throckmorton
2017	J	`jnl`	Additivity of Information in Multilayer Networks via Additive Gaussian Noise Transforms. CoRR Galen Reeves
2017	—	`conf`	Additivity of information in multilayer networks via additive Gaussian noise transforms. Allerton Galen Reeves
2017	B	`conf`	Compressed sensing under optimal quantization. ISIT Alon Kipnis, Galen Reeves, Yonina C. Eldar, Andrea J. Goldsmith
2017	B	`conf`	Conditional central limit theorems for Gaussian projections. ISIT Galen Reeves
2017	Misc	`conf`	Decoupling in random linear estimation. CISS Galen Reeves, Harry Pfister
2017	J	`jnl`	Information-Theoretic Analysis of Refractory Effects in the P300 Speller. CoRR Vaishakhi Mayya, Boyla Mainsah, Galen Reeves
2017	J	`jnl`	Two-Moment Inequalities for Rényi Entropy and Mutual Information. CoRR Galen Reeves
2017	B	`conf`	Two-moment inequalities for Rényi entropy and mutual information. ISIT Galen Reeves
2016	J	`jnl`	Classification and Reconstruction of High-Dimensional Signals From Low-Dimensional Features in the Presence of Side Information. IEEE Trans. Inf. Theory Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2016	J	`jnl`	Conditional Central Limit Theorems for Gaussian Projections. CoRR Galen Reeves
2016	Misc	`conf`	Information-theoretic analysis of refractory effects in the P300 speller. ACSSC Vaishakhi Mayya, Boyla Mainsah, Galen Reeves
2016	—	`conf`	Modeling the P300-based brain-computer interface as a channel with memory. Allerton Vaishakhi Mayya, Boyla Mainsah, Galen Reeves
2016	J	`jnl`	The Replica-Symmetric Prediction for Compressed Sensing with Gaussian Matrices is Exact. CoRR Galen Reeves, Henry D. Pfister
2016	B	`conf`	The replica-symmetric prediction for compressed sensing with Gaussian matrices is exact. ISIT Galen Reeves, Henry D. Pfister
2015	B	`conf`	Classification and reconstruction of compressed GMM signals with side information. ISIT Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2015	—	`conf`	Quantifying uncertainty in variable selection with arbitrary matrices. CAMSAP Willem van den Boom, David B. Dunson, Galen Reeves
2014	J	`jnl`	Classification and Reconstruction of High-Dimensional Signals from Low-Dimensional Noisy Features in the Presence of Side Information. CoRR Francesco Renna, Liming Wang, Xin Yuan, Jianbo Yang, Galen Reeves, A. Robert Calderbank, Lawrence Carin, Miguel R. D. Rodrigues
2014	B	`conf`	The fundamental limits of stable recovery in compressed sensing. ISIT Galen Reeves
2013	B	`conf`	Achieving Bayes MMSE performance in the sparse signal + Gaussian white noise model when the noise level is unknown. ISIT David L. Donoho, Galen Reeves
2013	J	`jnl`	Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds. IEEE Trans. Inf. Theory Galen Reeves, Michael Gastpar
2013	—	`conf`	Beyond sparsity: Universally stable compressed sensing when the number of 'free' values is less than the number of observations. CAMSAP Galen Reeves
2013	B	`conf`	The minimax noise sensitivity in compressed sensing. ISIT Galen Reeves, David L. Donoho
2012	Misc	`conf`	Compressed sensing phase transitions: Rigorous bounds versus replica predictions. CISS Galen Reeves, Michael Gastpar
2012	J	`jnl`	The Sampling Rate-Distortion Tradeoff for Sparsity Pattern Recovery in Compressed Sensing. IEEE Trans. Inf. Theory Galen Reeves, Michael Gastpar
2012	B	`conf`	The sensitivity of compressed sensing performance to relaxation of sparsity. ISIT David L. Donoho, Galen Reeves
2011	J	`jnl`	A Compressed Sensing Wire-Tap Channel CoRR Galen Reeves, Naveen Goela, Nebojsa Milosavljevic, Michael Gastpar
2011	B	`conf`	A compressed sensing wire-tap channel. ITW Galen Reeves, Naveen Goela, Nebojsa Milosavljevic, Michael Gastpar
2011	J	`jnl`	On the Role of Diversity in Sparsity Estimation CoRR Galen Reeves, Michael Gastpar
2011	B	`conf`	On the role of diversity in sparsity estimation. ISIT Galen Reeves, Michael Gastpar
2011	—	`—`	Sparsity Pattern Recovery in Compressed Sensing. Galen Reeves
2010	J	`jnl`	"Compressed" Compressed Sensing CoRR Galen Reeves, Michael Gastpar
2010	B	`conf`	"Compressed" compressed sensing. ISIT Galen Reeves, Michael Gastpar
2010	J	`jnl`	Approximate Sparsity Pattern Recovery: Information-Theoretic Lower Bounds CoRR Galen Reeves, Michael Gastpar
2010	J	`jnl`	Fundamental Tradeoffs for Sparsity Pattern Recovery CoRR Galen Reeves, Michael Gastpar
2009	J	`jnl`	Managing Massive Time Series Streams with MultiScale Compressed Trickles. Proc. VLDB Endow. Galen Reeves, Jie Liu, Suman Nath, Feng Zhao
2008	B	`conf`	Sampling bounds for sparse support recovery in the presence of noise. ISIT Galen Reeves, Michael Gastpar