Pratik Rathore

PhD student, Stanford University

Joined

January 2023

Names

Pratik Rathore (Preferred)

Emails

****@stanford.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Stanford University (stanford.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Madeleine Udell

2022 – Present

Expertise

Optimization

2022 – Present

Publications

Turbocharging Gaussian Process Inference with Approximate Sketch-and-Project
Pratik Rathore, Zachary Frangella, Sachin Garg, Shaghayegh Fazliani, Michal Derezinski, Madeleine Udell
- NeurIPS 2025 poster
- Readers: Everyone
Challenges in Training PINNs: A Loss Landscape Perspective
Pratik Rathore, Weimu Lei, Zachary Frangella, Lu Lu, Madeleine Udell
- ICML 2024 Oral
- Readers: Everyone
Have ASkotch: Fast Methods for Large-scale, Memory-constrained Kernel Ridge Regression
Pratik Rathore, Zachary Frangella, Madeleine Udell
- CoRR 2024
- Readers: Everyone
SketchySGD: Reliable Stochastic Optimization via Randomized Curvature Estimates
Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell
- SIAM J. Math. Data Sci. 2024
- Readers: Everyone
Challenges in Training PINNs: A Loss Landscape Perspective
Pratik Rathore, Weimu Lei, Zachary Frangella, Lu Lu, Madeleine Udell
- ICML 2024
- Readers: Everyone
PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates
Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell
- CoRR 2023
- Readers: Everyone

Co-Authors