Qualitative analysis of POMDPs with temporal logic specifications for robotics applications. - Krishnendu Chatterjee; Martin Chmelik; Raghav Gupta; Ayush Kanodia (ICRA, 2015)

Optimal cost almost-sure reachability in POMDPs. - Krishnendu Chatterjee; Martin Chmelik; Raghav Gupta; Ayush Kanodia (Artif. Intell., 2016)

policytree: Policy learning via doubly robust empirical welfare maximization over trees. - Erik Sverdrup; Ayush Kanodia; Zhengyuan Zhou; Susan Athey; Stefan Wager (J. Open Source Softw., 2020)

Learning Transferrable Representations of Career Trajectories for Economic Prediction. - Keyon Vafa; Emil Palikot; Tianyu Du; Ayush Kanodia; Susan Athey; David M. Blei (CoRR, 2022)

Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python. - Tianyu Du; Ayush Kanodia; Susan Athey (CoRR, 2023)

LABOR-LLM: Language-Based Occupational Representations with Large Language Models. - Tianyu Du; Ayush Kanodia; Herman Brunborg; Keyon Vafa; Susan Athey (CoRR, 2024)

Welfare Effects of Personalized Rankings. - Robert Donnelly; Ayush Kanodia; Ilya Morozov (Mark. Sci., 2024)

CAREER: A Foundation Model for Labor Sequence Data. - Keyon Vafa; Emil Palikot; Tianyu Du; Ayush Kanodia; Susan Athey; David M. Blei (Trans. Mach. Learn. Res., 2024)