Arman Zharmagambetov

POSTDOCTORAL RESEARCHER | MENLO PARK, UNITED STATES

I am a postdoctoral researcher at Meta AI (FAIR) working on the intersection of machine learning and optimization, recently involving AI-guided optimization, reinforcement learning and combinatorial optimization. Prior to that, I earned my Ph.D. degree at University of California, Merced (UCM) where I primarily studied learning algorithms for decision trees and tree-based models.

Research Areas

Arman's Work

Arman's Publications

July 25, 2023

CORE MACHINE LEARNING

Landscape Surrogate: Learning Decision Losses for Mathematical Optimization Under Partial Information

Arman Zharmagambetov, Aaron Ferber, Bistra Dilkina, Taoan Huang

July 25, 2023