Learning to Make Decisions via Submodular Regularization. - Ayya Alieva; Aiden Aceves; Jialin Song; Stephen Mayo; Yisong Yue; Yuxin Chen 001 (ICLR, 2021)

Robust Pure Exploration in Linear Bandits with Limited Budget. - Ayya Alieva; Ashok Cutkosky; Abhimanyu Das (ICML, 2021)

Machine learning accelerated computational fluid dynamics. - Dmitrii Kochkov; Jamie A. Smith; Ayya Alieva; Qing Wang; Michael P. Brenner; Stephan Hoyer (CoRR, 2021)