| Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates J Negrea, M Haghifam, GK Dziugaite, A Khisti, DM Roy Advances in Neural Information Processing Systems, 11015-11025, 2019 | 17 | 2019 |
| Approximations of Geometrically Ergodic Markov Chains J Negrea, JS Rosenthal arXiv preprint arXiv:1702.07441, 2017 | 11 | 2017 |
| Sharpened Generalization Bounds based on Conditional Mutual Information and an Application to Noisy, Iterative Algorithms M Haghifam, J Negrea, A Khisti, DM Roy, GK Dziugaite arXiv preprint arXiv:2004.12983, 2020 | 4 | 2020 |
| In Defense of Uniform Convergence: Generalization via derandomization with an application to interpolating predictors J Negrea, GK Dziugaite, DM Roy arXiv preprint arXiv:1912.04265, 2019 | 1 | 2019 |
| Relaxing the IID Assumption: Adaptive Minimax Optimal Sequential Prediction with Expert Advice B Bilodeau, J Negrea, DM Roy arXiv preprint arXiv:2007.06552, 2020 | | 2020 |
| Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates GK Dziugaite, M Haghifam, J Negrea, A Khisti, DM Roy | | 2019 |
| Optimal Scaling and Shaping of Random Walk Metropolis via Diffusion Limits of Block-IID Targets J Negrea arXiv preprint arXiv:1902.06603, 2019 | | 2019 |
