Tolstikhin, Ilya

5 publications

COLT 2023 Fine-Grained Distribution-Dependent Learning Curves Olivier Bousquet, Steve Hanneke, Shay Moran, Jonathan Shafer, Ilya Tolstikhin

COLT 2019 When Can Unlabeled Data Improve the Learning Rate? Christina Göpfert, Shai Ben-David, Olivier Bousquet, Sylvain Gelly, Ilya Tolstikhin, Ruth Urner

ICML 2018 Differentially Private Database Release via Kernel Mean Embeddings Matej Balog, Ilya Tolstikhin, Bernhard Schölkopf

ICLR 2018 Wasserstein Auto-Encoders Ilya Tolstikhin, Olivier Bousquet, Sylvain Gelly, Bernhard Schoelkopf

JMLR 2017 Minimax Estimation of Kernel Mean Embeddings Ilya Tolstikhin, Bharath K. Sriperumbudur, Krikamol Muandet