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Pratik Rathore

PhD student, Stanford University

  • Joined January 2023

Names

Pratik Rathore (Preferred)
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Emails

****@stanford.edu (Confirmed)
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Personal Links

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Career & Education History

PhD student
Stanford University (stanford.edu)
2021 – Present
 
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Advisors, Relations & Conflicts

PhD Advisor
Madeleine Udell
2022 – Present
 
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Expertise

Optimization
2022 – Present
 
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Publications

  • 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
  • Challenges in Training PINNs: A Loss Landscape Perspective

    Pratik Rathore, Weimu Lei, Zachary Frangella, Lu Lu, Madeleine Udell
    • ICML 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
  • PROMISE: Preconditioned Stochastic Optimization Methods by Incorporating Scalable Curvature Estimates

    Zachary Frangella, Pratik Rathore, Shipu Zhao, Madeleine Udell
    • CoRR 2023
    • Readers: Everyone

Co-Authors

  • Lu Lu
  • Madeleine Udell
  • Shipu Zhao
  • Weimu Lei
  • Zachary Frangella
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