Paul Rolland

Efficient Proximal Mapping of the 1-path-norm of Shallow Networks pdf

Volkan Cevher, Fabian Latorre, Paul Rolland, 2020, ICML.

High-Dimensional Bayesian Optimization via Additive Models with Overlapping Groups pdf

Volkan Cevher, Paul Rolland, Jonathan Scarlett, 2018, AISTATS.

Lipschitz constant estimation of Neural Networks via sparse polynomial optimization pdf

Paul Rolland, Volkan Cevher, Fabian Latorre Gómez, 2020, ICLR.

Robust Reinforcement Learning via Adversarial training with Langevin Dynamics pdf

Paul Rolland, Parameswaran Kamalaruban, Cheng Shi, 2020, NeurIPS.

Double-Loop Unadjusted Langevin Algorithm pdf

Volkan Cevher, Paul Rolland, Armin Eftekhari, 2020, ICML.

Efficient learning of smooth probability functions from Bernoulli tests with guarantees

Volkan Cevher, Paul Rolland, Adish Singla, 2018, ICML.