Siddarth Venkatraman

A Comedy of Estimators: On KL Regularization in RL Training of LLMs

Recursive Self-Aggregation Unlocks Deep Thinking in Large Language Models

Trajectory Balance with Asynchrony: Decoupling Exploration and Learning for Fast, Scalable LLM Post-Training

Outsourced Diffusion Sampling: Efficient Posterior Inference in Latent Spaces of Generative Models