Cynthia Rush

61 papers A* 2A 2B 13Misc 3Journal 38Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Differentially Private Inference for Longitudinal Linear Regression.
CoRR
Getoar Sopa, Marco Avella Medina, Cynthia Rush
2025 Misc conf
Generalized Linear Models with 1-Bit Measurements: Asymptotics of the Maximum Likelihood Estimator.
ICASSP
Jaimin Shah, Martina Cardone, Cynthia Rush, Alex Dytso
2025 J jnl
Generalized Linear Models with 1-Bit Measurements: Asymptotics of the Maximum Likelihood Estimator.
CoRR
Jaimin Shah, Martina Cardone, Cynthia Rush, Alex Dytso
2024 J jnl
A Non-Asymptotic Analysis of Generalized Vector Approximate Message Passing Algorithms With Rotationally Invariant Designs.
IEEE Trans. Inf. Theory
Collin Cademartori, Cynthia Rush
2023 — conf
Asymptotics for power posterior mean estimation.
Allerton
Ruchira Ray, Marco Avella-Medina, Cynthia Rush
2023 J jnl
Entropic Central Limit Theorem for Order Statistics.
IEEE Trans. Inf. Theory
Martina Cardone, Alex Dytso, Cynthia Rush
2023 A conf
Is It Easier to Count Communities Than Find Them?
ITCS
Cynthia Rush, Fiona Skerman, Alexander S. Wein, Dana Yang
2023 J jnl
Rigorous State Evolution Analysis for Approximate Message Passing With Side Information.
IEEE Trans. Inf. Theory
Hangjin Liu, Cynthia Rush, Dror Baron
2023 Misc conf
When is Mimo Massive in Radar?
ICASSP
Jaimin Shah, Martina Cardone, Alex Dytso, Cynthia Rush
2022 J jnl
A Unifying Tutorial on Approximate Message Passing.
Found. Trends Mach. Learn.
Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
2022 B conf
Entropic CLT for Order Statistics.
ISIT
Martina Cardone, Alex Dytso, Cynthia Rush
2022 J jnl
Entropic CLT for Order Statistics.
CoRR
Martina Cardone, Alex Dytso, Cynthia Rush
2022 J jnl
Is it easier to count communities than find them?
CoRR
Cynthia Rush, Fiona Skerman, Alexander S. Wein, Dana Yang
2022 J jnl
Near-Optimal Coding for Many-User Multiple Access Channels.
IEEE J. Sel. Areas Inf. Theory
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
2022 J jnl
On the Robustness to Misspecification of α-posteriors and Their Variational Approximations.
J. Mach. Learn. Res.
Marco Avella-Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez
2022 J jnl
Unsourced Random Access With Coded Compressed Sensing: Integrating AMP and Belief Propagation.
IEEE Trans. Inf. Theory
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
2021 J jnl
A unifying tutorial on Approximate Message Passing.
CoRR
Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
2021 J jnl
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing.
IEEE Trans. Inf. Theory
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
2021 J jnl
Capacity-Achieving Spatially Coupled Sparse Superposition Codes With AMP Decoding.
IEEE Trans. Inf. Theory
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
2021 J jnl
Characterizing the SLOPE Trade-off: A Variational Perspective and the Donoho-Tanner Limit.
CoRR
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
2021 — conf
Information Theoretic Approach to L-Estimators.
ACSCC
Alex Dytso, Martina Cardone, Cynthia Rush
2021 B conf
Near-Optimal Coding for Massive Multiple Access.
ISIT
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
2021 J jnl
Near-Optimal Coding for Massive Multiple Access.
CoRR
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
2021 J jnl
On the Robustness to Misspecification of α-Posteriors and Their Variational Approximations.
CoRR
Marco Avella-Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez
2021 J jnl
The Most Informative Order Statistic and its Application to Image Denoising.
CoRR
Alex Dytso, Martina Cardone, Cynthia Rush
2020 A* conf
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation.
NeurIPS
Jean Barbier, Nicolas Macris, Cynthia Rush
2020 J jnl
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation.
CoRR
Jean Barbier, Nicolas Macris, Cynthia Rush
2020 A conf
An Asymptotic Rate for the LASSO Loss.
AISTATS
Cynthia Rush
2020 J jnl
Capacity-achieving Spatially Coupled Sparse Superposition Codes with AMP Decoding.
CoRR
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
2020 B conf
Exponentially Fast Concentration of Vector Approximate Message Passing to its State Evolution.
ISIT
Collin Cademartori, Cynthia Rush
2020 B conf
Measuring Dependencies of Order Statistics: An Information Theoretic Perspective.
ITW
Alex Dytso, Martina Cardone, Cynthia Rush
2020 J jnl
Measuring Dependencies of Order Statistics: An Information Theoretic Perspective.
CoRR
Alex Dytso, Martina Cardone, Cynthia Rush
2020 B conf
On Approximate Message Passing for Unsourced Access with Coded Compressed Sensing.
ISIT
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
2020 J jnl
On Approximate Message Passing for Unsourced Access with Coded Compressed Sensing.
CoRR
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
2020 J jnl
Unsourced Random Access with Coded Compressed Sensing: Integrating AMP and Belief Propagation.
CoRR
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
2020 — conf
mmWave Channel Estimation via Approximate Message Passing with Side Information.
SPAWC
Dror Baron, Cynthia Rush, Yavuz Yapici
2020 J jnl
mmWave Channel Estimation via Approximate Message Passing with Side Information.
CoRR
Dror Baron, Cynthia Rush, Yavuz Yapici
2019 A* conf
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing.
NeurIPS
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
2019 J jnl
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing.
CoRR
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
2019 B conf
An Analysis of State Evolution for Approximate Message Passing with Side Information.
ISIT
Hangjin Liu, Cynthia Rush, Dror Baron
2019 J jnl
An Analysis of State Evolution for Approximate Message Passing with Side Information.
CoRR
Hangjin Liu, Cynthia Rush, Dror Baron
2019 J jnl
An Approximate Message Passing Framework for Side Information.
IEEE Trans. Signal Process.
Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell
2019 J jnl
Analysis of Approximate Message Passing With Non-Separable Denoisers and Markov Random Field Priors.
IEEE Trans. Inf. Theory
Yanting Ma, Cynthia Rush, Dror Baron
2019 J jnl
Analysis of Approximate Message Passing with Non-Separable Denoisers and Markov Random Field Priors.
CoRR
Yanting Ma, Cynthia Rush, Dror Baron
2019 B conf
Spatially Coupled Sparse Regression Codes with Sliding Window AMP Decoding.
ITW
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
2019 J jnl
The Error Probability of Sparse Superposition Codes With Approximate Message Passing Decoding.
IEEE Trans. Inf. Theory
Cynthia Rush, Ramji Venkataramanan
2018 J jnl
An Approximate Message Passing Framework for Side Information.
CoRR
Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell
2018 B conf
Capacity-achieving sparse regression codes via spatial coupling.
ITW
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
2018 J jnl
Finite Sample Analysis of Approximate Message Passing Algorithms.
IEEE Trans. Inf. Theory
Cynthia Rush, Ramji Venkataramanan
2018 B conf
Spatially Coupled Sparse Regression Codes: Design and State Evolution Analysis.
ISIT
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
2018 J jnl
Spatially Coupled Sparse Regression Codes: Design and State Evolution Analysis.
CoRR
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
2017 J jnl
Analysis of Approximate Message Passing with a Class of Non-Separable Denoisers.
CoRR
Yanting Ma, Cynthia Rush, Dror Baron
2017 B conf
Analysis of approximate message passing with a class of non-separable denoisers.
ISIT
Yanting Ma, Cynthia Rush, Dror Baron
2017 J jnl
Capacity-Achieving Sparse Superposition Codes via Approximate Message Passing Decoding.
IEEE Trans. Inf. Theory
Cynthia Rush, Adam Greig, Ramji Venkataramanan
2017 Misc conf
Conditional approximate message passing with side information.
ACSSC
Dror Baron, Anna Ma, Deanna Needell, Cynthia Rush, Tina Woolf
2017 J jnl
The Error Probability of Sparse Superposition Codes with Approximate Message Passing Decoding.
CoRR
Cynthia Rush, Ramji Venkataramanan
2017 B conf
The error exponent of sparse regression codes with AMP decoding.
ISIT
Cynthia Rush, Ramji Venkataramanan
2016 J jnl
Finite Sample Analysis of Approximate Message Passing.
CoRR
Cynthia Rush, Ramji Venkataramanan
2016 B conf
Finite-sample analysis of Approximate Message Passing.
ISIT
Cynthia Rush, Ramji Venkataramanan
2015 B conf
Capacity-achieving Sparse Regression Codes via approximate message passing decoding.
ISIT
Cynthia Rush, Adam Greig, Ramji Venkataramanan
2015 J jnl
Capacity-achieving Sparse Superposition Codes via Approximate Message Passing Decoding.
CoRR
Cynthia Rush, Adam Greig, Ramji Venkataramanan