Michael Diskin

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 12

Top Topics

Theoretical Guarantees

Variational Inequalities

Top Venues

Publications

Oleg Platonov, Denis Kuznedelev, Michael Diskin, Artem Babenko, Liudmila Prokhorenkova
A critical look at the evaluation of GNNs under heterophily: are we really making progress? CoRR (2023)
Max Ryabinin, Tim Dettmers, Michael Diskin, Alexander Borzunov
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient. ICML (2023)
Max Ryabinin, Tim Dettmers, Michael Diskin, Alexander Borzunov
SWARM Parallelism: Training Large Models Can Be Surprisingly Communication-Efficient. CoRR (2023)
Oleg Platonov, Denis Kuznedelev, Michael Diskin, Artem Babenko, Liudmila Prokhorenkova
A critical look at the evaluation of GNNs under heterophily: Are we really making progress? ICLR (2023)
Aleksandr Beznosikov, Peter Richtárik, Michael Diskin, Max Ryabinin, Alexander V. Gasnikov
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees. NeurIPS (2022)
Eduard Gorbunov, Alexander Borzunov, Michael Diskin, Max Ryabinin
Secure Distributed Training at Scale. ICML (2022)
Alexander Borzunov, Max Ryabinin, Tim Dettmers, Quentin Lhoest, Lucile Saulnier, Michael Diskin, Yacine Jernite, Thomas Wolf
Training Transformers Together. CoRR (2022)
Michael Diskin, Alexey Bukhtiyarov, Max Ryabinin, Lucile Saulnier, Quentin Lhoest, Anton Sinitsin, Dmitriy Popov, Dmitry Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, Gennady Pekhimenko
Distributed Deep Learning in Open Collaborations. CoRR (2021)
Michael Diskin, Alexey Bukhtiyarov, Max Ryabinin, Lucile Saulnier, Quentin Lhoest, Anton Sinitsin, Dmitry Popov, Dmitry V. Pyrkin, Maxim Kashirin, Alexander Borzunov, Albert Villanova del Moral, Denis Mazur, Ilia Kobelev, Yacine Jernite, Thomas Wolf, Gennady Pekhimenko
Distributed Deep Learning In Open Collaborations. NeurIPS (2021)
Alexander Borzunov, Max Ryabinin, Tim Dettmers, Quentin Lhoest, Lucile Saulnier, Michael Diskin, Yacine Jernite, Thomas Wolf
Training Transformers Together. NeurIPS (Competition and Demos) (2021)
Aleksandr Beznosikov, Peter Richtárik, Michael Diskin, Max Ryabinin, Alexander V. Gasnikov
Distributed Methods with Compressed Communication for Solving Variational Inequalities, with Theoretical Guarantees. CoRR (2021)
Eduard Gorbunov, Alexander Borzunov, Michael Diskin, Max Ryabinin
Secure Distributed Training at Scale. CoRR (2021)