A Probabilistic Theory of Abductive Reasoning. - Nicolas A. Espinosa Dice; Megan L. Kaye; Hana Ahmed; George D. Montañez (ICAART (2), 2021)

Bounding Generalization Error Through Bias and Capacity. - Ramya Ramalingam; Nicolas A. Espinosa Dice; Megan L. Kaye; George D. Montañez (IJCNN, 2022)

Efficient Imitation under Misspecification. - Nicolas A. Espinosa Dice; Sanjiban Choudhury; Wen Sun 002; Gokul Swamy (ICLR, 2025)

Scaling Offline RL via Efficient and Expressive Shortcut Models. - Nicolas A. Espinosa Dice; Yiyi Zhang; Yiding Chen; Bradley Guo; Owen Oertell; Gokul Swamy; Kianté Brantley; Wen Sun 002 (CoRR, 2025)