Yaswanth Chittepu

According to our database, Yaswanth Chittepu authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

Safe RLHF Beyond Expectation: Stochastic Dominance for Universal Spectral Risk Control.

Yaswanth Chittepu, Ativ Joshi, Rajarshi Bhattacharjee, Scott Niekum

CoRR, March, 2026

2025

ML-Tool-Bench: Tool-Augmented Planning for ML Tasks.

Yaswanth Chittepu, Raghavendra Addanki, Tung Mai, Anup B. Rao, Branislav Kveton

CoRR, December, 2025

Adaptive Margin RLHF via Preference over Preferences.

Yaswanth Chittepu, Prasann Singhal, Greg Durrett, Scott Niekum

CoRR, September, 2025

Reinforcement Learning from Human Feedback with High-Confidence Safety Constraints.

Yaswanth Chittepu, Blossom Metevier, Will Schwarzer, Austin Hoag, Scott Niekum, Philip S. Thomas

CoRR, June, 2025

2024

Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms.

Rafael Rafailov, Yaswanth Chittepu, Ryan Park, Harshit Sikchi, Joey Hejna, W. Bradley Knox, Chelsea Finn, Scott Niekum

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024