Zhang, Lily H.
- Understanding Failures in Out-of-Distribution Detection with Deep Generative Models
2021/07/14 by Lily H. Zhang, Zhang, Lily H., Goldstein, Mark +4 · 6 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- Out-of-distribution Generalization in the Presence of Nuisance-Induced Spurious Correlations
2021/06/29 by Puli, Aahlad, Zhang, Lily H., Oermann, Eric K. +1 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Set Norm and Equivariant Skip Connections: Putting the Deep in Deep Sets
2022/06/23 by Zhang, Lily H., Tozzo, Veronica, Higgins, John M. +1 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Preference Learning Algorithms Do Not Learn Preference Rankings
2024/05/29 by Chen, Angelica, Malladi, Sadhika, Zhang, Lily H. +4 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Preference learning made easy: Everything should be understood through win rate
2025/02/14 by Lily H. Zhang, Rajesh Ranganath, Zhang, Lily H. +1 · 2 citations
Computer Science · Business, Management and Accounting · Economics, Econometrics and Finance · #Advanced Text Analysis Techniques #Consumer Market Behavior and Pricing #Game Theory and Voting Systems
- Learning from others' mistakes: Finetuning machine translation models with span-level error annotations
2024/10/21 by Lily H. Zhang, Zhang, Lily H., Hamid Dadkhahi +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling