Yurii Nesterov

5 papers · 2010–2020 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🏃 Academic Marathon (10) 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter

Conferences

ICML (2) NIPS (2) JMLR (1)

Top co-authors

Nikita Doikov (3) Peter Richtarik (2) Lev Bogolubsky (1) Pavel Dvurechenskii (1) Gleb Gusev (1) Alexander Gasnikov (1) Rodolphe Sepulchre (1) Filip Hanzely (1) Andrei M Raigorodskii (1) Maksim Zhukovskii (1)

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