Yunwen Lei

Yunwen Lei

University of Birmingham - Birmingham / United Kingdom
Engineering & Technology / Computer Science
AD Scientific Index ID: 4324016
person_outline Yunwen Lei's MOST POPULAR ARTICLES
1-) Fine-Grained Analysis of Stability and Generalization for Stochastic Gradient DescentY Lei, Y YingInternational Conference on Machine Learning, 5809-5819, 20201482020
2-) Stochastic gradient descent for nonconvex learning without bounded gradient assumptionsY Lei, T Hu, G Li, K TangIEEE Transactions on Neural Networks and Learning Systems 31 (10), 4394-4400, 20201472020
3-) Data-dependent generalization bounds for multi-class classificationY Lei, Ü Dogan, DX Zhou, M KloftIEEE Transactions on Information Theory 65 (5), 2995-3021, 2019522019
4-) Multi-class svms: From tighter data-dependent generalization bounds to novel algorithmsY Lei, Ü Dogan, A Binder, M KloftAdvances in Neural Information Processing Systems, 2026-2034, 2015612015
5-) Stability and Generalization of Stochastic Gradient Methods for Minimax ProblemsY Lei, Z Yang, T Yang, Y YingInternational Conference on Machine Learning, 6175-6186, 2021502021