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Pradeep Niroula

  • Joined February 2024

Names

Pradeep Niroula (Preferred)
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Emails

****@umd.edu (Confirmed)
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****@gmail.com (Confirmed)
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****@jpmchase.com
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Career & Education History

PhD student
University of Maryland, College Park (umd.edu)
2019 – 2023
 
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Expertise

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Publications

  • A Unified Framework for Provably Efficient Algorithms to Estimate Shapley Values

    Tyler Chen, Akshay Seshadri, Mattia Jacopo Villani, Pradeep Niroula, Shouvanik Chakrabarti, Archan Ray, Pranav Deshpande, Romina Yalovetzky, Marco Pistoia, Niraj Kumar
    • NeurIPS 2025 poster
    • Readers: Everyone
  • The Unseen Threat: Residual Knowledge in Machine Unlearning under Perturbed Samples

    Hsiang Hsu, Pradeep Niroula, Zichang He, Ivan Brugere, Freddy Lecue, Chun-Fu Chen
    • NeurIPS 2025 poster
    • Readers: Everyone
  • Are We Really Unlearning? The Presence of Residual Knowledge in Machine Unlearning

    Hsiang Hsu, Pradeep Niroula, Zichang He, Chun-Fu Chen
    • ICLR 2025 Workshop ICBINB
    • Readers: Everyone

Co-Authors

  • Akshay Seshadri
  • Archan Ray
  • Chun-Fu Chen
  • Freddy Lecue
  • Hsiang Hsu
  • Ivan Brugere
  • Marco Pistoia
  • Mattia Jacopo Villani
  • Niraj Kumar
  • Pranav Deshpande
  • Romina Yalovetzky
  • Shouvanik Chakrabarti
  • Tyler Chen
  • Zichang He
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