Yu-Guan Hsieh

Yu-Guan Hsieh

Université Grenoble Alpes - - / France
Social Sciences / Open and Distance Education
AD Scientific Index ID: 4584445
Grenoble Alpes University
person_outline Yu-Guan Hsieh's MOST POPULAR ARTICLES
1-) On the convergence of single-call stochastic extra-gradient methodsYG Hsieh, F Iutzeler, J Malick, P MertikopoulosAdvances in Neural Information Processing Systems 32, 6936-6946, 20191092019
2-) Classification from positive, unlabeled and biased negative dataYG Hsieh, G Niu, M SugiyamaProceedings of the 36th International Conference on Machine Learning, 2820-2829, 2019802019
3-) Explore Aggressively, Update Conservatively: Stochastic Extragradient Methods with Variable Stepsize ScalingYG Hsieh, F Iutzeler, J Malick, P MertikopoulosAdvances in Neural Information Processing Systems 33, 2020792020
4-) Adaptive Learning in Continuous Games: Optimal Regret Bounds and Convergence to Nash EquilibriumYG Hsieh, K Antonakopoulos, P MertikopoulosConference on Learning Theory (COLT), 2021762021
5-) Multi-agent online optimization with delays: Asynchronicity, adaptivity, and optimismYG Hsieh, F Iutzeler, J Malick, P MertikopoulosJournal of Machine Learning Research 23(78):1−49, 2022332022