Pratik Rathore

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 4

Top Topics

Kernel Ridge Regression

Optimization Method

Stochastic Optimization

Top Venues

Publications

Pratik Rathore, Weimu Lei, Zachary Frangella, Lu Lu, Madeleine Udell
Challenges in Training PINNs: A Loss Landscape Perspective. CoRR (2024)
Pratik Rathore, Zachary Frangella, Madeleine Udell
Have ASkotch: Fast Methods for Large-scale, Memory-constrained Kernel Ridge Regression. CoRR (2024)
Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell
PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates. CoRR (2023)
Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell
SketchySGD: Reliable Stochastic Optimization via Robust Curvature Estimates. CoRR (2022)