Chinmaya Kausik

According to our database, Chinmaya Kausik authored at least 7 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Double Descent and Overfitting under Noisy Inputs and Distribution Shift for Linear Denoisers.

Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia

Trans. Mach. Learn. Res., 2024

Leveraging Offline Data in Linear Latent Bandits.

Chinmaya Kausik, Kevin Tan, Ambuj Tewari

CoRR, 2024

A Framework for Partially Observed Reward-States in RLHF.

Chinmaya Kausik, Mirco Mutti, Aldo Pacchiano, Ambuj Tewari

CoRR, 2024

Offline Policy Evaluation and Optimization Under Confounding.

Chinmaya Kausik, Yangyi Lu, Kevin Tan, Maggie Makar, Yixin Wang, Ambuj Tewari

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

Generalization Error without Independence: Denoising, Linear Regression, and Transfer Learning.

Chinmaya Kausik, Kashvi Srivastava, Rishi Sonthalia

CoRR, 2023

Learning Mixtures of Markov Chains and MDPs.

Chinmaya Kausik, Kevin Tan, Ambuj Tewari

Proceedings of the International Conference on Machine Learning, 2023

2022

Offline Policy Evaluation and Optimization under Confounding.

Kevin Tan, Yangyi Lu, Chinmaya Kausik, Yixin Wang, Ambuj Tewari

CoRR, 2022