Show all breadcrumbs Breadcrumb Zhuoran Yang, PhD Faculty Member 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)
