Show all breadcrumbs Breadcrumb Faculty Member Zhuoran Yang, PhD Center for Neurocomputation and Machine Intelligence Email | Department | X Methods deep learning ; neural networks ; optimization ; statistical methods ; language models Topics algorithms ; artificial intelligence ; decision-making ; machine learning Research Contributions From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems International Conference on Machine Learning (2024) Unveiling Induction Heads: Provable Training Dynamics and Feature Learning in Transformers Conference on Neural Information Processing Systems (2024) Provably Efficient reinforcement learning with linear function approximation Mathematics of Operations Research (2023) Related News March 31, 2025 March 2025 at the Institute Wu Tsai Institute Pagination Navigation
