Ali Kavis

According to our database, Ali Kavis authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Adaptive and Optimal Second-order Optimistic Methods for Minimax Optimization.

Ruichen Jiang, Ali Kavis, Qiujiang Jin, Sujay Sanghavi, Aryan Mokhtari

CoRR, 2024

Universal Gradient Methods for Stochastic Convex Optimization.

Anton Rodomanov, Ali Kavis, Yongtao Wu, Kimon Antonakopoulos, Volkan Cevher

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Advancing the Lower Bounds: an Accelerated, Stochastic, Second-order Method with Optimal Adaptation to Inexactness.

Artem Agafonov, Dmitry Kamzolov, Alexander V. Gasnikov, Ali Kavis, Kimon Antonakopoulos, Volkan Cevher, Martin Takác

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Alternation makes the adversary weaker in two-player games.

Volkan Cevher, Ashok Cutkosky, Ali Kavis, Georgios Piliouras, Stratis Skoulakis, Luca Viano

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Adaptive Stochastic Variance Reduction for Non-convex Finite-Sum Minimization.

Ali Kavis, Stratis Skoulakis, Kimon Antonakopoulos, Leello Tadesse Dadi, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods.

Kimon Antonakopoulos, Ali Kavis, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

High Probability Bounds for a Class of Nonconvex Algorithms with AdaGrad Stepsize.

Ali Kavis, Kfir Yehuda Levy, Volkan Cevher

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

STORM+: Fully Adaptive SGD with Momentum for Nonconvex Optimization.

Kfir Y. Levy, Ali Kavis, Volkan Cevher

CoRR, 2021

STORM+: Fully Adaptive SGD with Recursive Momentum for Nonconvex Optimization.

Kfir Y. Levy, Ali Kavis, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Sifting through the noise: Universal first-order methods for stochastic variational inequalities.

Kimon Antonakopoulos, Thomas Pethick, Ali Kavis, Panayotis Mertikopoulos, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

On the Almost Sure Convergence of Stochastic Gradient Descent in Non-Convex Problems.

Panayotis Mertikopoulos, Nadav Hallak, Ali Kavis, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Double-Loop Unadjusted Langevin Algorithm.

Paul Rolland, Armin Eftekhari, Ali Kavis, Volkan Cevher

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

UniXGrad: A Universal, Adaptive Algorithm with Optimal Guarantees for Constrained Optimization.

Ali Kavis, Kfir Y. Levy, Francis R. Bach, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Efficient learning of smooth probability functions from Bernoulli tests with guarantees.

Paul Rolland, Ali Kavis, Alexander Immer, Adish Singla, Volkan Cevher

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Efficient learning of smooth probability functions from Bernoulli tests with guarantees.

Paul Rolland, Ali Kavis, Adish Singla, Volkan Cevher

CoRR, 2018

Mirrored Langevin Dynamics.

Ya-Ping Hsieh, Ali Kavis, Paul Rolland, Volkan Cevher

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018