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Poster
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Tue 14:00
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First is Better Than Last for Language Data Influence
Chih-Kuan Yeh · Ankur Taly · Mukund Sundararajan · Frederick Liu · Pradeep Ravikumar
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Poster
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Wed 9:00
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Implications of Model Indeterminacy for Explanations of Automated Decisions
Marc-Etienne Brunet · Ashton Anderson · Richard Zemel
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Poster
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Counterfactual Temporal Point Processes
Kimia Noorbakhsh · Manuel Rodriguez
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Poster
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Tue 9:00
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VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives
Zhuofan Ying · Peter Hase · Mohit Bansal
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Poster
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Learning to Generate Inversion-Resistant Model Explanations
Hoyong Jeong · Suyoung Lee · Sung Ju Hwang · Sooel Son
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Poster
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Tue 9:00
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Interpreting Operation Selection in Differentiable Architecture Search: A Perspective from Influence-Directed Explanations
Miao Zhang · Wei Huang · Bin Yang
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Poster
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Tue 14:00
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On Computing Probabilistic Explanations for Decision Trees
Marcelo Arenas · Pablo Barceló · Miguel Romero Orth · Bernardo Subercaseaux
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Poster
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Thu 14:00
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Concept Activation Regions: A Generalized Framework For Concept-Based Explanations
Jonathan Crabbé · Mihaela van der Schaar
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Poster
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Wed 9:00
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“Why Not Other Classes?”: Towards Class-Contrastive Back-Propagation Explanations
Yipei Wang · Xiaoqian Wang
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Poster
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Thu 14:00
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The Unreliability of Explanations in Few-shot Prompting for Textual Reasoning
Xi Ye · Greg Durrett
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Poster
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Tue 14:00
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Making Sense of Dependence: Efficient Black-box Explanations Using Dependence Measure
Paul Novello · Thomas FEL · David Vigouroux
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Poster
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Thu 14:00
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Use-Case-Grounded Simulations for Explanation Evaluation
Valerie Chen · Nari Johnson · Nicholay Topin · Gregory Plumb · Ameet Talwalkar
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