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Poster
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Mon 10:30 |
Bridging the Gap: Providing Post-Hoc Symbolic Explanations for Sequential Decision-Making Problems with Inscrutable Representations Sarath Sreedharan · Utkarsh Soni · Mudit Verma · Siddharth Srivastava · Subbarao Kambhampati |
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Spotlight
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Thu 10:30 |
Explanations of Black-Box Models based on Directional Feature Interactions Aria Masoomi · Davin Hill · Zhonghui Xu · Craig Hersh · Edwin Silverman · Peter Castaldi · Stratis Ioannidis · Jennifer Dy |
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Poster
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Tue 10:30 |
Selective Ensembles for Consistent Predictions Emily Black · Klas Leino · Matt Fredrikson |
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Poster
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Mon 10:30 |
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals Asma Ghandeharioun · Been Kim · Chun-Liang Li · Brendan Jou · Brian Eoff · Rosalind Picard |
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Poster
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Thu 2:30 |
Post hoc Explanations may be Ineffective for Detecting Unknown Spurious Correlation Julius Adebayo · Michael Muelly · Harold Abelson · Been Kim |
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Poster
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Mon 10:30 |
DEGREE: Decomposition Based Explanation for Graph Neural Networks Qizhang Feng · Ninghao Liu · Fan Yang · Ruixiang Tang · Mengnan Du · Xia Hu |
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Poster
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Thu 10:30 |
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning Mark Hamilton · Scott Lundberg · Stephanie Fu · Lei Zhang · William Freeman |
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Poster
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Tue 10:30 |
An Explanation of In-context Learning as Implicit Bayesian Inference Sang Michael Xie · Aditi Raghunathan · Percy Liang · Tengyu Ma |
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Poster
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Tue 2:30 |
Fooling Explanations in Text Classifiers Adam Ivankay · Ivan Girardi · Chiara Marchiori · Pascal Frossard |
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Poster
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Thu 10:30 |
Explanations of Black-Box Models based on Directional Feature Interactions Aria Masoomi · Davin Hill · Zhonghui Xu · Craig Hersh · Edwin Silverman · Peter Castaldi · Stratis Ioannidis · Jennifer Dy |
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Workshop
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Fri 10:05 |
Rethinking Stability for Attribution-based Explanations Chirag Agarwal · Nari Johnson · Martin Pawelczyk · Satyapriya Krishna · Eshika Saxena · Marinka Zitnik · Hima Lakkaraju |
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Workshop
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Global Counterfactual Explanations: Investigations, Implementations and Improvements Dan Ley · Saumitra Mishra · Daniele Magazzeni |