Yurii Nesterov
5 papers · 2010–2020 · 3 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer
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Conferences
ICML (2)
NIPS (2)
JMLR (1)
Top co-authors
Keywords
convex optimization
(3)
convergence rate
(2)
stochastic optimization
(2)
gradient-based optimization
(1)
global convergence
(1)
composite optimization
(1)
sparse principal component analysis
(1)
second-order optimization
(1)
second-order method
(1)
superlinear convergence
(1)
trust region
(1)
gradient-free optimization
(1)
gradient method
(1)
tensor method
(1)
newton method
(1)
power method
(1)
ranking task
(1)
composite objective
(1)
supervised pagerank
(1)
cubic regularized newton
(1)
Papers
Convex optimization based on global lower second-order models
NIPS 2020
Inexact Tensor Methods with Dynamic Accuracies
ICML 2020
Stochastic Subspace Cubic Newton Method
ICML 2020
Learning Supervised PageRank with Gradient-Based and Gradient-Free Optimization Methods
NIPS 2016
Generalized Power Method for Sparse Principal Component Analysis
JMLR 2010