Yurii Nesterov
5 papers · 2010–2020 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (10)
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Venues
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Research topics
Keywords
convex optimization
(3)
non-convex optimization
(2)
convergence rate
(2)
stochastic optimization
(2)
sparse principal component analysis
(1)
learning to rank
(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)
inexact oracle
(1)
Papers
Convex optimization based on global lower second-order models
NeurIPS 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
NeurIPS 2016
Generalized Power Method for Sparse Principal Component Analysis
JMLR 2010