Ayush Kanodia

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 7

Top Topics

Partially Observable Markov Decision Processes

Qualitative Analysis

Formal Specification Language

Top Venues

Publications

Keyon Vafa, Emil Palikot, Tianyu Du, Ayush Kanodia, Susan Athey, David M. Blei
CAREER: A Foundation Model for Labor Sequence Data. Trans. Mach. Learn. Res. 2024 (2024)
Robert Donnelly, Ayush Kanodia, Ilya Morozov
Welfare Effects of Personalized Rankings. Mark. Sci. 43 (1) (2024)
Tianyu Du, Ayush Kanodia, Herman Brunborg, Keyon Vafa, Susan Athey
LABOR-LLM: Language-Based Occupational Representations with Large Language Models. CoRR (2024)
Tianyu Du, Ayush Kanodia, Susan Athey
Torch-Choice: A PyTorch Package for Large-Scale Choice Modelling with Python. CoRR (2023)
Keyon Vafa, Emil Palikot, Tianyu Du, Ayush Kanodia, Susan Athey, David M. Blei
Learning Transferrable Representations of Career Trajectories for Economic Prediction. CoRR (2022)
Erik Sverdrup, Ayush Kanodia, Zhengyuan Zhou, Susan Athey, Stefan Wager
policytree: Policy learning via doubly robust empirical welfare maximization over trees. J. Open Source Softw. 5 (55) (2020)
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Optimal cost almost-sure reachability in POMDPs. Artif. Intell. 234 (2016)
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Optimal Cost Almost-Sure Reachability in POMDPs. AAAI (2015)
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Qualitative analysis of POMDPs with temporal logic specifications for robotics applications. ICRA (2015)
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Optimal Cost Almost-sure Reachability in POMDPs. CoRR (2014)
Krishnendu Chatterjee, Martin Chmelik, Raghav Gupta, Ayush Kanodia
Qualitative Analysis of POMDPs with Temporal Logic Specifications for Robotics Applications. CoRR (2014)