Palumbo, Nils

4 publications

ICML 2025 Validating Mechanistic Interpretations: An Axiomatic Approach Nils Palumbo, Ravi Mangal, Zifan Wang, Saranya Vijayakumar, Corina S. Pasareanu, Somesh Jha

MLHC 2024 MALADE: Orchestration of LLM-Powered Agents with Retrieval Augmented Generation for Pharmacovigilance Jihye Choi, Nils Palumbo, Prasad Chalasani, Matthew M. Engelhard, Somesh Jha, Anivarya Kumar, David Page

ICML 2024 Two Heads Are Actually Better than One: Towards Better Adversarial Robustness via Transduction and Rejection Nils Palumbo, Yang Guo, Xi Wu, Jiefeng Chen, Yingyu Liang, Somesh Jha

NeurIPSW 2022 Best of Both Worlds: Towards Adversarial Robustness with Transduction and Rejection Nils Palumbo, Xi Wu, Yang Guo, Jiefeng Chen, Yingyu Liang, Somesh Jha