Performance of first-order methods for smooth convex minimization: a novel approach Y Drori, M Teboulle Mathematical Programming 145 (1), 451-482, 2014 | 286 | 2014 |
A simple algorithm for a class of nonsmooth convex–concave saddle-point problems Y Drori, S Sabach, M Teboulle Operations Research Letters 43 (2), 209-214, 2015 | 109 | 2015 |
The complexity of finding stationary points with stochastic gradient descent Y Drori, O Shamir International Conference on Machine Learning, 2658-2667, 2020 | 81 | 2020 |
The exact information-based complexity of smooth convex minimization Y Drori Journal of Complexity 39, 1-16, 2017 | 68 | 2017 |
Efficient first-order methods for convex minimization: a constructive approach Y Drori, AB Taylor Mathematical Programming 184 (1), 183-220, 2020 | 51 | 2020 |
An optimal variant of Kelley’s cutting-plane method Y Drori, M Teboulle Mathematical Programming 160, 321-351, 2016 | 51 | 2016 |
An optimal gradient method for smooth strongly convex minimization A Taylor, Y Drori Mathematical Programming 199 (1), 557-594, 2023 | 47* | 2023 |
Contributions to the complexity analysis of optimization algorithms Y Drori Universitat Tel-Aviv, 2014 | 27 | 2014 |
Asynchronous stochastic optimization robust to arbitrary delays A Cohen, A Daniely, Y Drori, T Koren, M Schain Advances in Neural Information Processing Systems 34, 9024-9035, 2021 | 26 | 2021 |
A joint named-entity recognizer for heterogeneous tag-sets using a tag hierarchy G Beryozkin, Y Drori, O Gilon, T Hartman, I Szpektor arXiv preprint arXiv:1905.09135, 2019 | 24 | 2019 |
On the oracle complexity of smooth strongly convex minimization Y Drori, A Taylor Journal of Complexity 68, 101590, 2022 | 19 | 2022 |
A new semidefinite programming relaxation scheme for a class of quadratic matrix problems A Beck, Y Drori, M Teboulle Operations Research Letters 40 (4), 298-302, 2012 | 13 | 2012 |
On the Properties of Convex Functions over Open Sets Y Drori Journal of Convex Analysis 27 (4), 1303--1314, 2020 | 7 | 2020 |
Improving training stability for multitask ranking models in recommender systems J Tang, Y Drori, D Chang, M Sathiamoorthy, J Gilmer, L Wei, X Yi, L Hong, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | 6 | 2023 |
Locally Optimal Descent for Dynamic Stepsize Scheduling G Yehudai, A Cohen, A Daniely, Y Drori, T Koren, M Schain arXiv preprint arXiv:2311.13877, 2023 | | 2023 |
On a Class of One-dependent Processes and Two-block Factors of Markov Chains Y Drori Tel Aviv University, 2005 | | 2005 |