Pratik Rathore

According to our database, Pratik Rathore authored at least 7 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

SubsurfaceGen: Procedural Generation of Field-Scale Earth Models and Seismic Data.

Joseph Stitt, Pratik Rathore, Madeleine Udell, Ching-Yao Lai

CoRR, May, 2026

2025

Turbocharging Gaussian Process Inference with Approximate Sketch-and-Project.

Pratik Rathore, Zachary Frangella, Sachin Garg, Shaghayegh Fazliani, Michal Derezinski, Madeleine Udell

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

2024

SketchySGD: Reliable Stochastic Optimization via Randomized Curvature Estimates.

Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell

SIAM J. Math. Data Sci., 2024

PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates.

Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell

J. Mach. Learn. Res., 2024

Have ASkotch: Fast Methods for Large-scale, Memory-constrained Kernel Ridge Regression.

Pratik Rathore, Zachary Frangella, Madeleine Udell

CoRR, 2024

Challenges in Training PINNs: A Loss Landscape Perspective.

Pratik Rathore, Weimu Lei, Zachary Frangella, Lu Lu, Madeleine Udell

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2022

SketchySGD: Reliable Stochastic Optimization via Robust Curvature Estimates.

Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell

CoRR, 2022