Hi! I am a first year Computer Science PhD student at University of Wisconsin–Madison working with Tengyang Xie and Fred Sala. As an undergraduate at Brown University, I was fortunate to work with Stephen Bach.
My research interests include reasoning, data-centric ML, and synthetic data. My recent emphasis has been on understanding the capabilities of RL post-training, and understanding the role that data plays. Feel free to reach out for a chat!
Education
University of Wisconsin—Madison
Ph.D. in Computer Science
Working with: Prof. Fred Sala, Prof. Tengyang Xie
Brown University
Sc.B. in Mathematics-Computer Science
Worked with: Prof. Stephen Bach
Publications
R&B: Domain Regrouping and Data Mixture Balancing for Efficient Foundation Model Training
Albert Ge, Tzu-Heng Huang, John Cooper, Avi Trost, Ziyi Chu, Satya Sai Srinath Namburi GNVV, Ziyang Cai, Kendall Park, Nicholas Roberts, Frederic Sala
Reclustering data and reusing training gradients for data mixing.
