| 2024 | COLT | Spectral Estimators for Structured Generalized Linear Models via Approximate Message Passing (Extended Abstract). | Yihan Zhang, Hong Chang Ji, Ramji Venkataramanan, Marco Mondelli |
| 2024 | ICML | Inferring Change Points in High-Dimensional Linear Regression via Approximate Message Passing. | Gabriel Arpino, Xiaoqi Liu, Ramji Venkataramanan |
| 2024 | ISIT | Many-user multiple access with random user activity. | Xiaoqi Liu, Pablo Pascual Cobo, Ramji Venkataramanan |
| 2024 | ISIT | Coded Many-User Multiple Access via Approximate Message Passing. | Xiaoqi Liu, Kuan Hsieh, Ramji Venkataramanan |
| 2023 | AISTATS | Mixed Linear Regression via Approximate Message Passing. | Nelvin Tan, Ramji Venkataramanan |
| 2023 | COLT | Statistical-Computational Tradeoffs in Mixed Sparse Linear Regression. | Gabriel Arpino, Ramji Venkataramanan |
| 2023 | ISIT | Bayes-Optimal Estimation in Generalized Linear Models via Spatial Coupling. | Pablo Pascual Cobo, Kuan Hsieh, Ramji Venkataramanan |
| 2022 | ICML | Estimation in Rotationally Invariant Generalized Linear Models via Approximate Message Passing. | Ramji Venkataramanan, Kevin Kgler, Marco Mondelli |
| 2022 | ISIT | Sketching sparse low-rank matrices with near-optimal sample- and time-complexity. | Xiaoqi Liu, Ramji Venkataramanan |
| 2021 | AISTATS | Approximate Message Passing with Spectral Initialization for Generalized Linear Models. | Marco Mondelli, Ramji Venkataramanan |
| 2021 | ISIT | Near-Optimal Coding for Massive Multiple Access. | Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan |
| 2020 | ISIT | Modulated Sparse Regression Codes. | Kuan Hsieh, Ramji Venkataramanan |
| 2019 | ISIT | Coding for Deletion Channels with Multiple Traces. | Mahed Abroshan, Ramji Venkataramanan, Lara Dolecek, Albert Guilln i Fbregas |
| 2019 | ISIT | Boolean Functions with Biased Inputs: Approximation and Noise Sensitivity. | Mohsen Heidari, S. Sandeep Pradhan, Ramji Venkataramanan |
| 2019 | ITW | Spatially Coupled Sparse Regression Codes with Sliding Window AMP Decoding. | Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan |
| 2018 | ISIT | Efficient Systematic Encoding of Non-binary VT Codes. | Mahed Abroshan, Ramji Venkataramanan, Albert Guilln i Fbregas |
| 2018 | ISIT | Spatially Coupled Sparse Regression Codes: Design and State Evolution Analysis. | Kuan Hsieh, Cynthia Rush, Ramji Venkataramanan |
| 2018 | ISIT | Empirical Bayes Estimators for Sparse Sequences. | K. Pavan Srinath, Ramji Venkataramanan |
| 2018 | ITW | Capacity-achieving sparse regression codes via spatial coupling. | Cynthia Rush, Kuan Hsieh, Ramji Venkataramanan |
| 2017 | ISIT | Codes for channels with segmented edits. | Mahed Abroshan, Ramji Venkataramanan, Albert Guillen i Fabregas |
| 2017 | ISIT | The error exponent of sparse regression codes with AMP decoding. | Cynthia Rush, Ramji Venkataramanan |
| 2017 | ITW | Multilayer codes for synchronization from deletions. | Mahed Abroshan, Ramji Venkataramanan, Albert Guillen i Fabregas |
| 2016 | ISIT | Finite-sample analysis of Approximate Message Passing. | Cynthia Rush, Ramji Venkataramanan |
| 2016 | ISIT | Cluster-seeking shrinkage estimators. | K. Pavan Srinath, Ramji Venkataramanan |
| 2015 | ISIT | Capacity-achieving Sparse Regression Codes via approximate message passing decoding. | Cynthia Rush, Adam Greig, Ramji Venkataramanan |
| 2014 | ISIT | The Gaussian rate-distortion function of sparse regression codes with optimal encoding. | Ramji Venkataramanan, Sekhar Tatikonda |
| 2013 | ISIT | Lossy compression via sparse linear regression: Computationally efficient encoding and decoding. | Ramji Venkataramanan, Tuhin Sarkar, Sekhar Tatikonda |
| 2013 | ITW | Sparse Regression codes: Recent results and future directions. | Ramji Venkataramanan, Sekhar Tatikonda |
| 2013 | ITW | Improved capacity lower bounds for channels with deletions and insertions. | Ramji Venkataramanan, Sekhar Tatikonda |
| 2012 | ISIT | Gaussian rate-distortion via sparse linear regression over compact dictionaries. | Ramji Venkataramanan, Antony Joseph, Sekhar Tatikonda |
| 2012 | ISIT | Coding strategies for the uniform noise rewritable channel with hidden state. | Ramji Venkataramanan, Sekhar Tatikonda, Luis Alfonso Lastras-Montao, Michele Franceschini |
| 2011 | ISIT | Achievable rates for channels with deletions and insertions. | Ramji Venkataramanan, Sekhar Tatikonda, Kannan Ramchandran |
| 2010 | ISIT | Typicality graphs and their properties. | Ali Nazari, Dinesh Krithivasan, S. Sandeep Pradhan, Achilleas Anastasopoulos, Ramji Venkataramanan |
| 2010 | ISIT | Achievable rates for the broadcast channel with feedback. | Ramji Venkataramanan, S. Sandeep Pradhan |
| 2009 | ISIT | A new achievable rate region for the discrete memoryless multiple-access channel with feedback. | Ramji Venkataramanan, S. Sandeep Pradhan |
| 2008 | ISIT | Multiple descriptions with feed-forward: A single-letter achievable rate region. | Ramji Venkataramanan, S. Sandeep Pradhan |
| 2007 | ISIT | On Evaluating the Rate-Distortion Function of Sources with Feed-Forward and the Capacity of Channels with Feedback. | Ramji Venkataramanan, S. Sandeep Pradhan |
| 2004 | ITW | Source coding with feed-forward. | Ramji Venkataramanan, S. Sandeep Pradhan |