Igor Sokolov
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Adaptive Stepsizes
1
Asynchronous Optimization
1
Biased Estimators
1
Communication Compression
6
Communication Efficiency
2
Cross-device Learning
1
Distributed Optimization
10
EF21
1
Error Feedback
5
Federated Learning
8
Finite-Sum Optimization
1
Gradient Compression
1
Lazy Aggregation
1
LoRA
1
MARINA
1
Memory Efficiency
1
Momentum
1
Non-convex Optimization
5
Non-Euclidean Optimization
1
Non-smooth Optimization
1
Nonconvex Optimization
1
Normalized updates
1
PAGE
1
PEFT
1
Proximal Methods
1
Random Reshuffling
1
SGD
1
Stochastic Gradient Descent
1
Stochastic Optimization
1
Stochastic Proximal Methods
1
Unified Theory
1
Variance Reduction
2