Core AI
- Machine Learning Foundational methods and theory of machine learning, including statistical learning, generative modeling, and reinforcement learning.
- Language Modeling Research on large language models, including their design, training, and use in natural language understanding and generation.
- Computer Vision Research on visual understanding and generation, including image and video analysis, 3D reconstruction, and multimodal perception.
- Optimization and Decision Making Algorithms and optimization theory for decision-making under uncertainty, with applications spanning causal inference, market design, and resource allocation.
