Chinmaya Kausik

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Generalization Error

Policy Evaluation

Top Venues

Trans. Mach. Learn. Res.

Publications

Chinmaya Kausik, Mirco Mutti, Aldo Pacchiano, Ambuj Tewari
A Framework for Partially Observed Reward-States in RLHF. CoRR (2024)
Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia
Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers. Trans. Mach. Learn. Res. 2024 (2024)
Chinmaya Kausik, Yangyi Lu, Kevin Tan, Maggie Makar, Yixin Wang, Ambuj Tewari
Offline Policy Evaluation and Optimization Under Confounding. AISTATS (2024)
Chinmaya Kausik, Kevin Tan, Ambuj Tewari
Leveraging Offline Data in Linear Latent Bandits. CoRR (2024)
Chinmaya Kausik, Kevin Tan, Ambuj Tewari
Learning Mixtures of Markov Chains and MDPs. ICML (2023)
Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia
Generalization Error without Independence: Denoising, Linear Regression, and Transfer Learning. CoRR (2023)
Kevin Tan, Yangyi Lu, Chinmaya Kausik, Yixin Wang, Ambuj Tewari
Offline Policy Evaluation and Optimization under Confounding. CoRR (2022)
Chinmaya Kausik, Kevin Tan, Ambuj Tewari
Learning Mixtures of Markov Chains and MDPs. CoRR (2022)