Niroula, Pradeep

3 publications

NeurIPS 2025 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

ICLRW 2025 Are We Really Unlearning? the Presence of Residual Knowledge in Machine Unlearning Hsiang Hsu, Pradeep Niroula, Zichang He, Chun-Fu Chen

NeurIPS 2025 The Unseen Threat: Residual Knowledge in Machine Unlearning Under Perturbed Samples Hsiang Hsu, Pradeep Niroula, Zichang He, Ivan Brugere, Freddy Lecue, Chun-Fu Chen