Ya-Ping Hsieh Postdoctoral Fellow External Website yaping.hsieh@inf.ethz.ch CAB F 61.1 Publications 2022 Continuous-time Analysis for Variational Inequalities: An Overview and Desiderata T. Chavdarova, Y. P. Hsieh, M. I. JordanIn arXiv preprint arXiv:2207.07105, 2022[bibtex] [abstract] [pdf] The Dynamics of Riemannian Robbins-Monro Algorithms M. R. Karimi, Y. P. Hsieh, P. Mertikopoulos, A. KrauseIn Proc. of Thirty Fifth Conference on Learning Theory (COLT), 2022[bibtex] [abstract] [pdf] Learning in games from a stochastic approximation viewpoint P. Mertikopoulos, Y. P. Hsieh, V. CevherIn arXiv preprint arXiv:2206.03922, 2022[bibtex] [abstract] [pdf] Recovering Stochastic Dynamics via Gaussian Schrödinger Bridges C. Bunne, Y. P. Hsieh, M. Cuturi, A. KrauseIn arXiv preprint arXiv:2202.05722, 2022[bibtex] [abstract] [pdf] 2021 The limits of min-max optimization algorithms: Convergence to spurious non-critical sets Y. P. Hsieh, P. Mertikopoulos, V. CevherIn Proc. of Thirty Eighth International Conference on Machine Learning (ICML), 2021[bibtex] [abstract] [pdf] 2020 Robust Reinforcement Learning via Adversarial training with Langevin Dynamics K. Parameswaran, Y. T. Huang, Y. P. Hsieh, P. T. Y. Rolland, C. Shi, V. CevherIn Neural Information Processing Systems (NeurIPS), 2020[bibtex] [abstract] [pdf]
