| High-dimensional Bayesian optimization via additive models with overlapping groups P Rolland, J Scarlett, I Bogunovic, V Cevher International conference on artificial intelligence and statistics, 298-307, 2018 | 57 | 2018 |
| Lipschitz constant estimation of neural networks via sparse polynomial optimization F Latorre, P Rolland, V Cevher arXiv preprint arXiv:2004.08688, 2020 | 52 | 2020 |
| Mirrored langevin dynamics YP Hsieh, A Kavis, P Rolland, V Cevher Advances in Neural Information Processing Systems 31, 2018 | 39 | 2018 |
| Robust reinforcement learning via adversarial training with langevin dynamics P Kamalaruban, YT Huang, YP Hsieh, P Rolland, C Shi, V Cevher Advances in Neural Information Processing Systems 33, 8127-8138, 2020 | 20 | 2020 |
| Double-loop unadjusted langevin algorithm P Rolland, A Eftekhari, A Kavis, V Cevher International Conference on Machine Learning, 8169-8177, 2020 | 2 | 2020 |
| Robust Reinforcement Learning via Adversarial training with Langevin Dynamics K Parameswaran, YT Huang, YP Hsieh, PTY Rolland, C Shi, V Cevher | 1 | 2020 |
| Robust Reinforcement Learning via Adversarial Training with Langevin Dynamics H Yu-Ting, P Kamalaruban, P Rolland, YP Hsieh, V Cevher | 1 | 2019 |
| Score matching enables causal discovery of nonlinear additive noise models P Rolland, V Cevher, M Kleindessner, C Russel, B Schölkopf, D Janzing, ... arXiv preprint arXiv:2203.04413, 2022 | | 2022 |
| The Effect of the Intrinsic Dimension on the Generalization of Quadratic Classifiers F Latorre, LT Dadi, P Rolland, V Cevher Advances in Neural Information Processing Systems 34, 2021 | | 2021 |
| Linear Convergence of SGD on Overparametrized Shallow Neural Networks P Rolland, A Ramezani-Kebrya, CH Song, F Latorre, V Cevher | | 2021 |
| Efficient Proximal Mapping of the 1-path-norm of Shallow Networks F Latorre, P Rolland, N Hallak, V Cevher International Conference on Machine Learning, 5651-5661, 2020 | | 2020 |
| Efficient learning of smooth probability functions from Bernoulli tests with guarantees P Rolland, A Kavis, A Immer, A Singla, V Cevher International Conference on Machine Learning, 5459-5467, 2019 | | 2019 |
| Group ID U12179 A Alacaoglu, C Aprile, A Asaei, B Bah, L Baldassarre, G Baltaian, ... | | |
| High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups Open Website P Rolland, J Scarlett, I Bogunovic, V Cevher | | |
| Estimating the Lipschitz constant of Neural Networks with Polynomial Optimization methods F Latorre, P Rolland, V Cevher | | |
