Dmitry Bylinkin

According to our database, Dmitry Bylinkin authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation.

Dmitry Bylinkin, Mikhail Aleksandrov, Saveliy Chezhegov, Aleksandr Beznosikov

CoRR, July, 2025

Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity.

Dmitry Bylinkin, Aleksandr Beznosikov

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning.

Dmitry Bylinkin, Kirill Degtyarev, Aleksandr Beznosikov

CoRR, 2024