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Dmitry Bylinkin — most-cited papers & profile · Large Language Models
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Dmitry Bylinkin
5
papers ·
0
citations
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Most-cited papers
Accelerated Methods with Complexity Separation Under Data Similarity for Federated Learning Problems
2026
Communication-Efficient Federated Learning with Adaptive Number of Participants
2025
Enhancing Stability of Physics-Informed Neural Network Training Through Saddle-Point Reformulation
2025
Accelerated Methods with Compressed Communications for Distributed Optimization Problems under Data Similarity
2024
Accelerated Stochastic ExtraGradient: Mixing Hessian and Gradient Similarity to Reduce Communication in Distributed and Federated Learning
2024
Topics
Communication
Federated Learning
Optimization
Data Heterogeneity
Physics ML