| 2025 | ALT | Computationally efficient reductions between some statistical models. | Mengqi Lou, Guy Bresler, Ashwin Pananjady |
| 2025 | COLT | Estimating stationary mass, frequency by frequency. | Milind Nakul, Vidya Muthukumar, Ashwin Pananjady |
| 2024 | ALT | Alternating minimization for generalized rank one matrix sensing: Sharp predictions from a random initialization. | Kabir Aladin Verchand, Mengqi Lou, Ashwin Pananjady |
| 2024 | UAI | One Shot Inverse Reinforcement Learning for Stochastic Linear Bandits. | Etash Guha, Jim James, Krishna Acharya, Vidya Muthukumar, Ashwin Pananjady |
| 2023 | COLT | Sharp analysis of EM for learning mixtures of pairwise differences. | Abhishek Dhawan, Cheng Mao, Ashwin Pananjady |
| 2022 | AISTATS | Learning from an Exploring Demonstrator: Optimal Reward Estimation for Bandits. | Wenshuo Guo, Kumar Krishna Agrawal, Aditya Grover, Vidya K. Muthukumar, Ashwin Pananjady |
| 2022 | COLT | Optimal and instance-dependent guarantees for Markovian linear stochastic approximation. | Wenlong Mou, Ashwin Pananjady, Martin J. Wainwright, Peter L. Bartlett |
| 2020 | ISIT | Max-affine regression with universal parameter estimation for small-ball designs. | Avishek Ghosh, Ashwin Pananjady, Aditya Guntuboyina, Kannan Ramchandran |
| 2019 | AISTATS | Derivative-Free Methods for Policy Optimization: Guarantees for Linear Quadratic Systems. | Dhruv Malik, Ashwin Pananjady, Kush Bhatia, Koulik Khamaru, Peter L. Bartlett, Martin J. Wainwright |
| 2019 | ISIT | A Family of Bayesian Cramr-Rao Bounds, and Consequences for Log-Concave Priors. | Efe Aras, Kuan-Yun Lee, Ashwin Pananjady, Thomas A. Courtade |
| 2018 | AISTATS | Gradient Diversity: a Key Ingredient for Scalable Distributed Learning. | Dong Yin, Ashwin Pananjady, Maximilian Lam, Dimitris S. Papailiopoulos, Kannan Ramchandran, Peter L. Bartlett |
| 2018 | COLT | Breaking the $1/\sqrtn$ Barrier: Faster Rates for Permutation-based Models in Polynomial Time. | Cheng Mao, Ashwin Pananjady, Martin J. Wainwright |
| 2017 | ISIT | Wasserstein stability of the entropy power inequality for log-concave random vectors. | Thomas A. Courtade, Max Fathi, Ashwin Pananjady |
| 2017 | ISIT | Denoising linear models with permuted data. | Ashwin Pananjady, Martin J. Wainwright, Thomas A. Courtade |
| 2015 | INFOCOM | The online disjoint set cover problem and its applications. | Ashwin Pananjady, Vivek Kumar Bagaria, Rahul Vaze |
| 2015 | ISIT | Compressing sparse sequences under local decodability constraints. | Ashwin Pananjady, Thomas A. Courtade |