Introductory lectures on convex optimization: A basic course Y Nesterov Springer Science & Business Media, 2013 | 7970 | 2013 |
Interior-point polynomial algorithms in convex programming Y Nesterov, A Nemirovski | 7697 | 1994 |
A method for solving the convex programming problem with convergence rate O (1/k2) Y Nesterov Dokl akad nauk Sssr 269, 543, 1983 | 7530* | 1983 |
Smooth minimization of non-smooth functions Y Nesterov Mathematical programming 103, 127-152, 2005 | 3262 | 2005 |
Gradient methods for minimizing composite functions Y Nesterov Mathematical programming 140 (1), 125-161, 2013 | 2838 | 2013 |
Lectures on convex optimization Y Nesterov Springer 137, 5-9, 2018 | 1706 | 2018 |
Efficiency of coordinate descent methods on huge-scale optimization problems Y Nesterov SIAM Journal on Optimization 22 (2), 341-362, 2012 | 1619 | 2012 |
Primal-dual subgradient methods for convex problems Y Nesterov Mathematical programming 120 (1), 221-259, 2009 | 1231 | 2009 |
Random gradient-free minimization of convex functions Y Nesterov, V Spokoiny Foundations of Computational Mathematics 17 (2), 527-566, 2017 | 1205 | 2017 |
Cubic regularization of Newton method and its global performance Y Nesterov, BT Polyak Mathematical programming 108 (1), 177-205, 2006 | 1192 | 2006 |
Self-scaled barriers and interior-point methods for convex programming YE Nesterov, MJ Todd Mathematics of Operations research 22 (1), 1-42, 1997 | 858 | 1997 |
Primal-dual interior-point methods for self-scaled cones YE Nesterov, MJ Todd SIAM Journal on optimization 8 (2), 324-364, 1998 | 755 | 1998 |
Generalized power method for sparse principal component analysis. M Journée, Y Nesterov, P Richtárik, R Sepulchre Journal of Machine Learning Research 11 (2), 2010 | 753 | 2010 |
Squared functional systems and optimization problems Y Nesterov High performance optimization, 405-440, 2000 | 665 | 2000 |
New variants of bundle methods C Lemaréchal, A Nemirovskii, Y Nesterov Mathematical programming 69, 111-147, 1995 | 627 | 1995 |
First-order methods of smooth convex optimization with inexact oracle O Devolder, F Glineur, Y Nesterov Mathematical Programming 146, 37-75, 2014 | 626 | 2014 |
Semidefinite relaxation and nonconvex quadratic optimization Y Nesterov Optimization methods and software 9 (1-3), 141-160, 1998 | 588 | 1998 |
Introductory lectures on convex programming volume i: Basic course Y Nesterov Lecture notes 3 (4), 5, 1998 | 432 | 1998 |
Narrow scope for resolution-limit-free community detection VA Traag, P Van Dooren, Y Nesterov Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 84 (1 …, 2011 | 422 | 2011 |
Dual extrapolation and its applications to solving variational inequalities and related problems Y Nesterov Mathematical Programming 109 (2), 319-344, 2007 | 418 | 2007 |