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Poster
Thu 11:00 Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution
Ian Covert · Chanwoo Kim · Su-In Lee · James Zou · Tatsunori Hashimoto
Poster
Fri 11:00 Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables
Qiheng Sun · Haocheng Xia · Jinfei Liu
Workshop
LLMs Infer Protected Attributes Beyond Proxy Features
Dimitri Staufer
Workshop
Enhancing patient stratification and interpretability through class-contrastive and feature attribution techniques
Sharday Olowu · Neil Lawrence · Soumya Banerjee
Workshop
Latent Concept-based Explanation of NLP Models
Xuemin Yu · Fahim Dalvi · Nadir Durrani · Marzia Nouri · Hassan Sajjad