| On risk bounds in isotonic and other shape restricted regression problems S Chatterjee, A Guntuboyina, B Sen | 135 | 2015 |
| Isotonic regression in general dimensions Q Han, T Wang, S Chatterjee, RJ Samworth | 116 | 2019 |
| On matrix estimation under monotonicity constraints S Chatterjee, A Guntuboyina, B Sen | 72 | 2018 |
| Adaptive risk bounds in univariate total variation denoising and trend filtering A Guntuboyina, D Lieu, S Chatterjee, B Sen | 62 | 2020 |
| Estimation in tournaments and graphs under monotonicity constraints S Chatterjee, S Mukherjee IEEE Transactions on Information Theory 65 (6), 3525-3539, 2019 | 43 | 2019 |
| Adaptive risk bounds in unimodal regression S Chatterjee, J Lafferty | 36* | 2019 |
| Local minimax complexity of stochastic convex optimization JC Duchi, J Lafferty, Y Zhu Advances in Neural Information Processing Systems 29, 2016 | 34 | 2016 |
| New risk bounds for 2d total variation denoising S Chatterjee, S Goswami IEEE Transactions on Information Theory 67 (6), 4060-4091, 2021 | 20 | 2021 |
| Spatial adaptation in trend filtering A Guntuboyina, D Lieu, S Chatterjee, B Sen arXiv preprint arXiv:1702.05113 8, 2017 | 20 | 2017 |
| Risk bounds for quantile trend filtering OH Madrid Padilla, S Chatterjee Biometrika 109 (3), 751-768, 2022 | 18 | 2022 |
| Adaptive estimation of multivariate piecewise polynomials and bounded variation functions by optimal decision trees S Chatterjee, S Goswami The Annals of Statistics 49 (5), 2531-2551, 2021 | 17 | 2021 |
| Localising change points in piecewise polynomials of general degrees Y Yu, S Chatterjee, H Xu Electronic Journal of Statistics 16 (1), 1855-1890, 2022 | 14 | 2022 |
| An improved global risk bound in concave regression S Chatterjee | 13 | 2016 |
| Improved risk bounds in isotonic regression S Chatterjee, A Guntuboyina, B Sen arXiv preprint arXiv:1311.3765, 2013 | 10 | 2013 |
| Regret minimization in isotonic, heavy-tailed contextual bandits via adaptive confidence bands S Chatterjee, S Sen arXiv preprint arXiv:2110.10245, 2021 | 7 | 2021 |
| Information theory of penalized likelihoods and its statistical implications S Chatterjee, A Barron arXiv preprint arXiv:1401.6714, 2014 | 6 | 2014 |
| Adaptive quantile trend filtering OHM Padilla, S Chatterjee Journal of Environmental Sciences (China) English Ed, 2020 | 4 | 2020 |
| Adaptation in estimation and annealing S Chatterjee Yale University, 2014 | 3 | 2014 |
| Denoising flows on trees S Chatterjee, J Lafferty IEEE Transactions on Information Theory 64 (3), 1767-1783, 2018 | 2 | 2018 |
| Quantile regression by dyadic CART OH Madrid Padilla, S Chatterjee Electronic Journal of Statistics 18 (1), 1206-1247, 2024 | 1 | 2024 |
