Cynthia Rush

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 56

Top Topics

Belief Propagation

Sparse Regression

Top Venues

IEEE Trans. Inf. Theory

Publications

Collin Cademartori, Cynthia Rush
A Non-Asymptotic Analysis of Generalized Vector Approximate Message Passing Algorithms With Rotationally Invariant Designs. IEEE Trans. Inf. Theory 70 (8) (2024)
Cynthia Rush, Fiona Skerman, Alexander S. Wein, Dana Yang
Is It Easier to Count Communities Than Find Them? ITCS (2023)
Ruchira Ray, Marco Avella-Medina, Cynthia Rush
Asymptotics for power posterior mean estimation. Allerton (2023)
Jaimin Shah, Martina Cardone, Alex Dytso, Cynthia Rush
When is Mimo Massive in Radar? ICASSP (2023)
Martina Cardone, Alex Dytso, Cynthia Rush
Entropic Central Limit Theorem for Order Statistics. IEEE Trans. Inf. Theory 69 (4) (2023)
Hangjin Liu, Cynthia Rush, Dror Baron
Rigorous State Evolution Analysis for Approximate Message Passing With Side Information. IEEE Trans. Inf. Theory 69 (6) (2023)
Cynthia Rush, Fiona Skerman, Alexander S. Wein, Dana Yang
Is it easier to count communities than find them? CoRR (2022)
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
Unsourced Random Access With Coded Compressed Sensing: Integrating AMP and Belief Propagation. IEEE Trans. Inf. Theory 68 (4) (2022)
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
Near-Optimal Coding for Many-User Multiple Access Channels. IEEE J. Sel. Areas Inf. Theory 3 (1) (2022)
Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
A Unifying Tutorial on Approximate Message Passing. Found. Trends Mach. Learn. 15 (4) (2022)
Martina Cardone, Alex Dytso, Cynthia Rush
Entropic CLT for Order Statistics. ISIT (2022)
Martina Cardone, Alex Dytso, Cynthia Rush
Entropic CLT for Order Statistics. CoRR (2022)
Marco Avella-Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez
On the Robustness to Misspecification of α-posteriors and Their Variational Approximations. J. Mach. Learn. Res. 23 (2022)
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
Capacity-Achieving Spatially Coupled Sparse Superposition Codes With AMP Decoding. IEEE Trans. Inf. Theory 67 (7) (2021)
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing. IEEE Trans. Inf. Theory 67 (1) (2021)
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
Near-Optimal Coding for Massive Multiple Access. ISIT (2021)
Oliver Y. Feng, Ramji Venkataramanan, Cynthia Rush, Richard J. Samworth
A unifying tutorial on Approximate Message Passing. CoRR (2021)
Marco Avella Medina, José Luis Montiel Olea, Cynthia Rush, Amilcar Velez
On the Robustness to Misspecification of α-Posteriors and Their Variational Approximations. CoRR (2021)
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
Near-Optimal Coding for Massive Multiple Access. CoRR (2021)
Alex Dytso, Martina Cardone, Cynthia Rush
The Most Informative Order Statistic and its Application to Image Denoising. CoRR (2021)
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
Characterizing the SLOPE Trade-off: A Variational Perspective and the Donoho-Tanner Limit. CoRR (2021)
Alex Dytso, Martina Cardone, Cynthia Rush
Information Theoretic Approach to L-Estimators. ACSCC (2021)
Dror Baron, Cynthia Rush, Yavuz Yapici
mmWave Channel Estimation via Approximate Message Passing with Side Information. CoRR (2020)
Jean Barbier, Nicolas Macris, Cynthia Rush
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation. NeurIPS (2020)
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
On Approximate Message Passing for Unsourced Access with Coded Compressed Sensing. ISIT (2020)
Alex Dytso, Martina Cardone, Cynthia Rush
Measuring Dependencies of Order Statistics: An Information Theoretic Perspective. CoRR (2020)
Cynthia Rush
An Asymptotic Rate for the LASSO Loss. AISTATS (2020)
Jean Barbier, Nicolas Macris, Cynthia Rush
All-or-nothing statistical and computational phase transitions in sparse spiked matrix estimation. CoRR (2020)
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
Unsourced Random Access with Coded Compressed Sensing: Integrating AMP and Belief Propagation. CoRR (2020)
Alex Dytso, Martina Cardone, Cynthia Rush
Measuring Dependencies of Order Statistics: An Information Theoretic Perspective. ITW (2020)
Collin Cademartori, Cynthia Rush
Exponentially Fast Concentration of Vector Approximate Message Passing to its State Evolution. ISIT (2020)
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
Capacity-achieving Spatially Coupled Sparse Superposition Codes with AMP Decoding. CoRR (2020)
Vamsi K. Amalladinne, Asit Kumar Pradhan, Cynthia Rush, Jean-François Chamberland, Krishna R. Narayanan
On Approximate Message Passing for Unsourced Access with Coded Compressed Sensing. CoRR (2020)
Dror Baron, Cynthia Rush, Yavuz Yapici
mmWave Channel Estimation via Approximate Message Passing with Side Information. SPAWC (2020)
Hangjin Liu, Cynthia Rush, Dror Baron
An Analysis of State Evolution for Approximate Message Passing with Side Information. ISIT (2019)
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing. CoRR (2019)
Zhiqi Bu, Jason M. Klusowski, Cynthia Rush, Weijie J. Su
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing. NeurIPS (2019)
Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell
An Approximate Message Passing Framework for Side Information. IEEE Trans. Signal Process. 67 (7) (2019)
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
Spatially Coupled Sparse Regression Codes with Sliding Window AMP Decoding. ITW (2019)
Cynthia Rush, Ramji Venkataramanan
The Error Probability of Sparse Superposition Codes With Approximate Message Passing Decoding. IEEE Trans. Inf. Theory 65 (5) (2019)
Hangjin Liu, Cynthia Rush, Dror Baron
An Analysis of State Evolution for Approximate Message Passing with Side Information. CoRR (2019)
Yanting Ma, Cynthia Rush, Dror Baron
Analysis of Approximate Message Passing With Non-Separable Denoisers and Markov Random Field Priors. IEEE Trans. Inf. Theory 65 (11) (2019)
Yanting Ma, Cynthia Rush, Dror Baron
Analysis of Approximate Message Passing with Non-Separable Denoisers and Markov Random Field Priors. CoRR (2019)
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
Spatially Coupled Sparse Regression Codes: Design and State Evolution Analysis. CoRR (2018)
Cynthia Rush, Ramji Venkataramanan
Finite Sample Analysis of Approximate Message Passing Algorithms. IEEE Trans. Inf. Theory 64 (11) (2018)
Anna Ma, You Joe Zhou, Cynthia Rush, Dror Baron, Deanna Needell
An Approximate Message Passing Framework for Side Information. CoRR (2018)
Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan
Spatially Coupled Sparse Regression Codes: Design and State Evolution Analysis. ISIT (2018)
Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan
Capacity-achieving sparse regression codes via spatial coupling. ITW (2018)
Cynthia Rush, Adam Greig, Ramji Venkataramanan
Capacity-Achieving Sparse Superposition Codes via Approximate Message Passing Decoding. IEEE Trans. Inf. Theory 63 (3) (2017)
Yanting Ma, Cynthia Rush, Dror Baron
Analysis of Approximate Message Passing with a Class of Non-Separable Denoisers. CoRR (2017)
Cynthia Rush, Ramji Venkataramanan
The Error Probability of Sparse Superposition Codes with Approximate Message Passing Decoding. CoRR (2017)
Dror Baron, Anna Ma, Deanna Needell, Cynthia Rush, Tina Woolf
Conditional approximate message passing with side information. ACSSC (2017)
Yanting Ma, Cynthia Rush, Dror Baron
Analysis of approximate message passing with a class of non-separable denoisers. ISIT (2017)
Cynthia Rush, Ramji Venkataramanan
The error exponent of sparse regression codes with AMP decoding. ISIT (2017)
Cynthia Rush, Ramji Venkataramanan
Finite Sample Analysis of Approximate Message Passing. CoRR (2016)
Cynthia Rush, Ramji Venkataramanan
Finite-sample analysis of Approximate Message Passing. ISIT (2016)
Cynthia Rush, Adam Greig, Ramji Venkataramanan
Capacity-achieving Sparse Regression Codes via approximate message passing decoding. ISIT (2015)
Cynthia Rush, Adam Greig, Ramji Venkataramanan
Capacity-achieving Sparse Superposition Codes via Approximate Message Passing Decoding. CoRR (2015)