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Vijay Giri

PhD student, University of Pennsylvania

1 paper at NeurIPS 2025

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Poster Session 1

Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM

Exhibit Hall C,D,E

Reliably detecting model failures in deployment without labels

#2809 · Viet Nguyen, Changjian Shui, Vijay Giri, Siddharth Arya, Amol Verma, Fahad Razak, Rahul Krishnan

D-PDDM provably monitors model deterioration requiring no training data during deployment, and performs well in real-worlds datasets.