Follow
Ali Kavis
Ali Kavis
PhD Candidate, EPFL
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Mirrored Langevin Dynamics
YP Hsieh, A Kavis, P Rolland, V Cevher
Advances in Neural Information Processing Systems, 2883-2892, 2018
902018
On the almost sure convergence of stochastic gradient descent in non-convex problems
P Mertikopoulos, N Hallak, A Kavis, V Cevher
Advances in Neural Information Processing Systems 33, 1117-1128, 2020
882020
UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization
A Kavis, K Levy, F Bach, V Cevher
Conference on Neural Information Processing Systems (NeurIPS) 2019, 2019
612019
Storm+: Fully adaptive sgd with recursive momentum for nonconvex optimization
K Levy, A Kavis, V Cevher
Advances in Neural Information Processing Systems 34, 20571-20582, 2021
31*2021
High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize
A Kavis, KY Levy, V Cevher
International Conference on Learning Representations (ICLR) 2022, 2022
292022
Sifting through the noise: Universal first-order methods for stochastic variational inequalities
K Antonakopoulos, T Pethick, A Kavis, P Mertikopoulos, V Cevher
Advances in Neural Information Processing Systems 34, 13099-13111, 2021
132021
Adaptive stochastic variance reduction for non-convex finite-sum minimization
A Kavis, S Skoulakis, K Antonakopoulos, LT Dadi, V Cevher
Advances in Neural Information Processing Systems 35, 23524-23538, 2022
122022
Extra-newton: A first approach to noise-adaptive accelerated second-order methods
K Antonakopoulos, A Kavis, V Cevher
Advances in Neural Information Processing Systems 35, 29859-29872, 2022
82022
Double-loop unadjusted langevin algorithm
P Rolland, A Eftekhari, A Kavis, V Cevher
International Conference on Machine Learning, 8169-8177, 2020
52020
Advancing the lower bounds: An accelerated, stochastic, second-order method with optimal adaptation to inexactness
A Agafonov, D Kamzolov, A Gasnikov, A Kavis, K Antonakopoulos, ...
arXiv preprint arXiv:2309.01570v2, 2023
22023
Alternation makes the adversary weaker in two-player games
V Cevher, A Cutkosky, A Kavis, G Piliouras, S Skoulakis, L Viano
Advances in Neural Information Processing Systems 36, 2024
12024
Universal and adaptive methods for robust stochastic optimization
A Kavis
EPFL, 2023
12023
Efficient learning of smooth probability functions from Bernoulli tests with guarantees
P Rolland, A Kavis, A Immer, A Singla, V Cevher
International Conference on Machine Learning, 5459-5467, 2019
12019
Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization
R Jiang, A Kavis, Q Jin, S Sanghavi, A Mokhtari
arXiv preprint arXiv:2406.02016, 2024
2024
Universal Gradient Methods for Stochastic Convex Optimization
A Rodomanov, A Kavis, Y Wu, K Antonakopoulos, V Cevher
arXiv preprint arXiv:2402.03210, 2024
2024
Supplementary Materials for Mirrored Langevin Dynamics
YP Hsieh, A Kavis, P Rolland, V Cevher
The system can't perform the operation now. Try again later.
Articles 1–16