Bylinkin, Dmitry

3 publications

ICLR 2026 Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation Dmitry Bylinkin, Mikhail Aleksandrov, Savelii Chezhegov, Aleksandr Beznosikov

ICLR 2026 Unlocking the Potential of Weighting Methods in Federated Learning Through Communication Compression Valery Parfenov, Nail Bashirov, Daniil Medyakov, Dmitry Bylinkin, Aleksandr Beznosikov

AAAI 2025 Accelerated Methods with Compressed Communications for Distributed Optimization Problems Under Data Similarity Dmitry Bylinkin, Aleksandr Beznosikov