| A Simple Unified Framework for High Dimensional Bandit Problems W Li, A Barik, J Honorio arXiv preprint arXiv:2102.09626, 2021 | 27 | 2021 |
| Sparse mixed linear regression with guarantees: Taming an intractable problem with invex relaxation A Barik, J Honorio International Conference on Machine Learning, 1627-1646, 2022 | 9 | 2022 |
| Fair Sparse Regression with Clustering: An Invex Relaxation for a Combinatorial Problem A Barik, J Honorio arXiv preprint arXiv:2102.09704, 2021 | 9 | 2021 |
| Provable computational and statistical guarantees for efficient learning of continuous-action graphical games A Barik, J Honorio arXiv preprint arXiv:1911.04225, 2019 | 8* | 2019 |
| Learning Bayesian networks with low rank conditional probability tables A Barik, J Honorio arXiv preprint arXiv:1905.12552, 2019 | 8 | 2019 |
| Provable Sample Complexity Guarantees for Learning of Continuous-Action Graphical Games with Nonparametric Utilities A Barik, J Honorio arXiv preprint arXiv:2004.01022, 2020 | 6 | 2020 |
| Exact Support Recovery in Federated Regression with One-shot Communication A Barik, J Honorio arXiv preprint arXiv:2006.12583, 2020 | 4 | 2020 |
| Information theoretic limits for linear prediction with graph-structured sparsity A Barik, J Honorio, M Tawarmalani 2017 IEEE International Symposium on Information Theory (ISIT), 2348-2352, 2017 | 2 | 2017 |
| Recovering Exact Support in Federated lasso without Optimization A Barik, J Honorio Transactions on Machine Learning Research, 2023 | 1 | 2023 |
| Information-Theoretic Bounds for Integral Estimation DQ Adams, A Barik, J Honorio arXiv preprint arXiv:2102.10199, 2021 | 1 | 2021 |
| Information Theoretic Limits for Standard and One-Bit Compressed Sensing with Graph-Structured Sparsity A Barik, J Honorio arXiv preprint arXiv:1811.06635, 2018 | | 2018 |
| Learning discrete Bayesian networks in polynomial time and sample complexity A Barik, J Honorio arXiv preprint arXiv:1803.04087, 2018 | | 2018 |
| Learning Binary Bayesian Networks in Polynomial Time and Sample Complexity. A Barik, J Honorio CoRR, 2018 | | 2018 |
