Seuraa
paul rolland
paul rolland
Vahvistettu sähköpostiosoite verkkotunnuksessa epfl.ch
Nimike
Viittaukset
Viittaukset
Vuosi
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
572018
Lipschitz constant estimation of neural networks via sparse polynomial optimization
F Latorre, P Rolland, V Cevher
arXiv preprint arXiv:2004.08688, 2020
522020
Mirrored langevin dynamics
YP Hsieh, A Kavis, P Rolland, V Cevher
Advances in Neural Information Processing Systems 31, 2018
392018
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
202020
Double-loop unadjusted langevin algorithm
P Rolland, A Eftekhari, A Kavis, V Cevher
International Conference on Machine Learning, 8169-8177, 2020
22020
Robust Reinforcement Learning via Adversarial training with Langevin Dynamics
K Parameswaran, YT Huang, YP Hsieh, PTY Rolland, C Shi, V Cevher
12020
Robust Reinforcement Learning via Adversarial Training with Langevin Dynamics
H Yu-Ting, P Kamalaruban, P Rolland, YP Hsieh, V Cevher
12019
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
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Artikkelit 1–15