AK

Avetik Karagulyan

10
Documents
Affiliations actuelles
  • Centre National de la Recherche Scientifique (CNRS)
  • Laboratoire des signaux et systèmes (L2S)
  • CentraleSupélec
  • Université Paris-Saclay

Publications

Publications

Det-CGD: Compressed Gradient Descent with Matrix Stepsizes for Non-Convex Optimization

Hanmin Li , Avetik Karagulyan , Peter Richtárik
International Conference on Learning Representations, May 2024, Vienna, Austria
Communication dans un congrès hal-04901527 v1

Convergence of Stein Variational Gradient Descent under a Weaker Smoothness Condition

Lukang Sun , Avetik Karagulyan , Peter Richtarik
The 26th International Conference on Artificial Intelligence and Statistics, 2023, Valencia (Espagne), Spain. ⟨10.48550/arXiv.2206.00508⟩
Communication dans un congrès hal-04901622 v1

Penalized Langevin dynamics with vanishing penalty for smooth and log-concave targets

Avetik Karagulyan , Arnak Dalalyan
Neural Information Processing Systems, Dec 2020, Vancouver (BC), Canada. pp.17594-17604, ⟨10.48550/arXiv.2006.13998⟩
Communication dans un congrès hal-04901582 v1
Image document

Sampling with the Langevin Monte-Carlo

Avetik Karagulyan
Probability [math.PR]. Institut Polytechnique de Paris, 2021. English. ⟨NNT : 2021IPPAG002⟩
Thèse tel-03267728 v1