Konstantin Burlachenko
2 papers · 2024–2024 · 1 venue · across top CS/AI venues
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Achievements
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Mathematics & Optimization
(1)
Application Areas
(1)
Core AI
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
model compression
(1)
federated learning
(1)
stochastic optimization
(1)
stochastic gradient descent
(1)
communication complexity
(1)
neural network optimization
(1)
vector quantization
(1)
variance reduction
(1)
distributed training
(1)
gradient compression
(1)
random reshuffling
(1)
straight-through estimator
(1)
parameter quantization
(1)
bit-width reduction
(1)
without-replacement sampling
(1)
quantization-aware training
(1)
large language model
(1)