Dhruva Karkada

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Kernel Ridge Regression

Machine Learning

Top Venues

Trans. Mach. Learn. Res.

Publications

James B. Simon, Dhruva Karkada, Nikhil Ghosh, Mikhail Belkin
More is Better: when Infinite Overparameterization is Optimal and Overfitting is Obligatory. ICLR (2024)
Dhruva Karkada
The lazy (NTK) and rich (μP) regimes: a gentle tutorial. CoRR (2024)
James B. Simon, Dhruva Karkada, Nikhil Ghosh, Mikhail Belkin
More is Better in Modern Machine Learning: when Infinite Overparameterization is Optimal and Overfitting is Obligatory. CoRR (2023)
James B. Simon, Madeline Dickens, Dhruva Karkada, Michael Robert DeWeese
The Eigenlearning Framework: A Conservation Law Perspective on Kernel Ridge Regression and Wide Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)