Minimizing Uniformly Convex Functions by Cubic Regularization of Newton Method N Doikov, Y Nesterov Journal of Optimization Theory and Applications, 2021 | 29 | 2021 |
Randomized Block Cubic Newton Method N Doikov, P Richtárik ICML 2018 (International Conference on Machine Learning), 2018 | 28 | 2018 |
Stochastic Subspace Cubic Newton Method F Hanzely, N Doikov, P Richtárik, Y Nesterov ICML 2020 (International Conference on Machine Learning), 2020 | 24 | 2020 |
Contracting Proximal Methods for Smooth Convex Optimization N Doikov, Y Nesterov SIAM Journal on Optimization 30 (4), 2020 | 23 | 2020 |
Local convergence of tensor methods N Doikov, Y Nesterov Mathematical Programming, 2021 | 18 | 2021 |
Inexact Tensor Methods with Dynamic Accuracies N Doikov, Y Nesterov ICML 2020 (International Conference on Machine Learning), 2020 | 14 | 2020 |
Convex optimization based on global lower second-order models N Doikov, Y Nesterov NeurIPS 2020 (Advances in Neural Information Processing Systems 33), 2020 | 9 | 2020 |
Affine-invariant contracting-point methods for Convex Optimization N Doikov, Y Nesterov Mathematical Programming, 1-23, 2022 | 8 | 2022 |
Gradient Regularization of Newton Method with Bregman Distances N Doikov, Y Nesterov arXiv preprint arXiv:2112.02952, 2021 | 7 | 2021 |
Super-Universal Regularized Newton Method N Doikov, K Mishchenko, Y Nesterov arXiv preprint arXiv:2208.05888, 2022 | 4 | 2022 |
New second-order and tensor methods in Convex Optimization N Doikov Université catholique de Louvain, 2021 | 4 | 2021 |
Optimization Methods for Fully Composite Problems N Doikov, Y Nesterov arXiv preprint arXiv:2103.12632, 2021 | 2 | 2021 |
Многокритериальные и многомодальные вероятностные тематические модели коллекций текстовых документов КВ Воронцов, АА Потапенко, АИ Фрей, МА Апишев, НВ Дойков, ... 10-я Междунар. конф. ИОИ, 198, 2014 | 2 | 2014 |
High-Order Optimization Methods for Fully Composite Problems N Doikov, Y Nesterov SIAM Journal on Optimization 32 (3), 2402-2427, 2022 | 1 | 2022 |
Second-order optimization with lazy Hessians N Doikov, EM Chayti, M Jaggi arXiv preprint arXiv:2212.00781, 2022 | | 2022 |
Lower Complexity Bounds for Minimizing Regularized Functions N Doikov arXiv preprint arXiv:2202.04545, 2022 | | 2022 |