Items where Division is "Sebastian Stich (SS)" and Year is 2022

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Number of items: 6.

Conference or Workshop Item (A Paper)

Beznosikov, Aleksandr and Dvurechensky, Pavel and Koloskova, Anastasia and Samokhin, Valentin and Stich, Sebastian U. and Gasnikov, Alexander
(2022) Decentralized Local Stochastic Extra-Gradient for Variational Inequalities.
In: NeurIPS, 28.11.2022-9.12.2022, New Orleans, USA.
Conference: NeurIPS Conference on Neural Information Processing Systems

Dodwadmath, Akshay and Stich, Sebastian U.
(2022) Preserving privacy with PATE for heterogeneous data.
In: NeurIPS 2022 Workshop on Distribution Shifts: Connecting Methods and Applications, 28.11.2022-9.12.2022, New Orleans, USA.
Conference: NeurIPS-W Workshop on Neural Information Processing Systems

Koloskova, Anastasia and Stich, Sebastian U. and Jaggi, Martin
(2022) Sharper Convergence Guarantees for Asynchronous SGD for Distributed and Federated Learning.
In: NeurIPS, 28.11.2022-9.12.2022, New Orleans, USA.
Conference: NeurIPS Conference on Neural Information Processing Systems

Mishchenko, Konstantin and Malinovsky, Grigory and Stich, Sebastian U. and Richtarik, Peter
(2022) ProxSkip: Yes! Local Gradient Steps Provably Lead to Communication Acceleration! Finally!
In: International Conference on Machine Learning (ICML).
Conference: ICML International Conference on Machine Learning

Mohtashami, Amirkeivan and Jaggi, Martin and Stich, Sebastian U.
(2022) Masked Training of Neural Networks with Partial Gradients.
In: AISTATS 2022, 28 Mar - 30 Mar 2022, online.
Conference: AISTATS International Conference on Artificial Intelligence and Statistics
(In Press)

Wang, Hui-Po and Stich, Sebastian U. and He, Yang and Fritz, Mario
(2022) ProgFed: Effective, Communication, and Computation Efficient Federated Learning by Progressive Training.
In: International Conference on Machine Learning (ICML), 19.7.2022 - 21.7.2022, Baltimore, USA.
Conference: ICML International Conference on Machine Learning

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