Arman Zharmagambetov

RESEARCH SCIENTIST | MENLO PARK, UNITED STATES

Arman Zharmagambetov is a Research Scientist in the Fundamental AI Research (FAIR) team at Meta. His research primarily focuses on machine learning and optimization, with recent projects exploring their application in enhancing the security and robustness of AI models.

Research Areas

Arman's Work

Arman's Publications

August 12, 2024

CORE MACHINE LEARNING

Contrastive Predict-and-Search for Mixed Integer Linear Programs

Arman Zharmagambetov, Yuandong Tian, Aaron Ferber, Bistra Dilkina, Taoan Huang

August 12, 2024

August 02, 2024

CORE MACHINE LEARNING

GenCO: Generating Diverse Designs with Combinatorial Constraints

Arman Zharmagambetov, Yuandong Tian

August 02, 2024

July 25, 2023

CORE MACHINE LEARNING

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

Arman Zharmagambetov, Aaron Ferber, Taoan Huang, Bistra Dilkina

July 25, 2023