Michael R. Metel

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 10

Top Topics

Chance Constrained

Optimization Problems

Risk Minimization

Top Venues

J. Mach. Learn. Res.

J. Optim. Theory Appl.

Publications

Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen
Mathematical Challenges in Deep Learning. CoRR (2023)
Michael R. Metel
Sparse Training with Lipschitz Continuous Loss Functions and a Weighted Group L0-norm Constraint. J. Mach. Learn. Res. 24 (2023)
Michael R. Metel, Akiko Takeda
Perturbed Iterate SGD for Lipschitz Continuous Loss Functions. J. Optim. Theory Appl. 195 (2) (2022)
Michael R. Metel
Variants of SGD for Lipschitz Continuous Loss Functions in Low-Precision Environments. CoRR (2022)
Antoine Deza, Kai Huang, Michael R. Metel
Charging station optimization for balanced electric car sharing. Discret. Appl. Math. 308 (2022)
Michael R. Metel, Akiko Takeda
Primal-dual subgradient method for constrained convex optimization problems. Optim. Lett. 15 (4) (2021)
Michael R. Metel, Akiko Takeda
Stochastic Proximal Methods for Non-Smooth Non-Convex Constrained Sparse Optimization. J. Mach. Learn. Res. 22 (2021)
Michael R. Metel, Akiko Takeda
Simple Stochastic Gradient Methods for Non-Smooth Non-Convex Regularized Optimization. ICML (2019)
Antoine Deza, Kai Huang, Michael R. Metel
Managing losses in exotic horse race wagering. J. Oper. Res. Soc. 69 (3) (2018)
Michael R. Metel
Kelly Betting on Horse Races with Uncertainty in Probability Estimates. Decis. Anal. 15 (1) (2018)
Antoine Deza, Kai Huang, Michael R. Metel
Chance Constrained Optimization for Targeted Internet Advertising. CoRR (2014)