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21 Results
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Poster
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Wed 10:30 |
Consistent Counterfactuals for Deep Models Emily Black · Zifan Wang · Matt Fredrikson |
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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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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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Oral
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Tue 2:15 |
DISCOVERING AND EXPLAINING THE REPRESENTATION BOTTLENECK OF DNNS Huiqi Deng · Qihan Ren · Hao Zhang · Quanshi Zhang |
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Poster
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Tue 2:30 |
Explainable GNN-Based Models over Knowledge Graphs David Jaime Tena Cucala · Bernardo Grau · Egor Kostylev · Boris Motik |
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Poster
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Mon 18:30 |
FastSHAP: Real-Time Shapley Value Estimation Neil Jethani · Mukund Sudarshan · Ian Covert · Su-In Lee · Rajesh Ranganath |
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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 2:30 |
DISCOVERING AND EXPLAINING THE REPRESENTATION BOTTLENECK OF DNNS Huiqi Deng · Qihan Ren · Hao Zhang · Quanshi Zhang |
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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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Poster
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Thu 2:30 |
Explaining Point Processes by Learning Interpretable Temporal Logic Rules Shuang Li · Mingquan Feng · Lu Wang · Abdelmajid Essofi · Yufeng Cao · Junchi Yan · Le Song |
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Poster
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Mon 2:30 |
Joint Shapley values: a measure of joint feature importance Chris Harris · Richard Pymar · Colin Rowat |
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Workshop
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TopTemp: Parsing Precipitate Structure from Temper Topology Tegan Emerson · Lara Kassab · Scott Howland · Henry Kvinge · Keerti Kappagantula |