Ilya Markov
2 papers · 2019–2021 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Hot Topic Early Bird
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Conference Pioneer
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Research topics
Machine Learning
(2)
Application Areas
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications · Natural Language Processing
(1)
Applications · Data Science & Analytics
(1)
Core AI
(1)
Learning Types
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
stochastic gradient descent
(1)
online learning
(1)
learning to rank
(1)
distributed training
(1)
communication efficiency
(1)
implicit feedback
(1)
regret bound
(1)
bandit algorithm
(1)
click feedback
(1)
gradient quantization
(1)
data-parallel training
(1)
safe exploration
(1)
safe online learning
(1)