Nikhil Kandpal

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 12

Top Topics

Machine Learning Models

Language Models For Information Retrieval

Document Retrieval

Top Venues

EMNLP/IJCNLP (1)

Publications

Nikhil Kandpal, Matthew Jagielski, Florian Tramèr, Nicholas Carlini
Backdoor Attacks for In-Context Learning with Language Models. CoRR (2023)
Nikhil Kandpal, Brian Lester, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran, Tenghao Huang, Haokun Liu, Colin Raffel
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models. CoRR (2023)
Nikhil Kandpal, Krishna Pillutla, Alina Oprea, Peter Kairouz, Christopher A. Choquette-Choo, Zheng Xu
User Inference Attacks on Large Language Models. CoRR (2023)
Nikhil Kandpal, Haikang Deng, Adam Roberts, Eric Wallace, Colin Raffel
Large Language Models Struggle to Learn Long-Tail Knowledge. ICML (2023)
Nikhil Kandpal, Brian Lester, Mohammed Muqeeth, Anisha Mascarenhas, Monty Evans, Vishal Baskaran, Tenghao Huang, Haokun Liu, Colin Raffel
Git-Theta: A Git Extension for Collaborative Development of Machine Learning Models. ICML (2023)
Nikhil Kandpal, Oriol Nieto, Zeyu Jin
Music Enhancement via Image Translation and Vocoding. ICASSP (2022)
Nikhil Kandpal, Oriol Nieto, Zeyu Jin
Music Enhancement via Image Translation and Vocoding. CoRR (2022)
Nikhil Kandpal, Eric Wallace, Colin Raffel
Deduplicating Training Data Mitigates Privacy Risks in Language Models. ICML (2022)
Nikhil Kandpal, Eric Wallace, Colin Raffel
Deduplicating Training Data Mitigates Privacy Risks in Language Models. CoRR (2022)
Nikhil Kandpal, Haikang Deng, Adam Roberts, Eric Wallace, Colin Raffel
Large Language Models Struggle to Learn Long-Tail Knowledge. CoRR (2022)
Eric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner, Sameer Singh
Universal Adversarial Triggers for Attacking and Analyzing NLP. EMNLP/IJCNLP (1) (2019)
Eric Wallace, Shi Feng, Nikhil Kandpal, Matt Gardner, Sameer Singh
Universal Adversarial Triggers for NLP. CoRR (2019)