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10 Results
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Workshop
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Multiscale Feature Attribution for Outliers Jeff Shen · Peter Melchior |
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Workshop
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Stability Guarantees for Feature Attributions with Multiplicative Smoothing Anton Xue · Rajeev Alur · Eric Wong |
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Poster
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Tue 8:45 |
Stability Guarantees for Feature Attributions with Multiplicative Smoothing Anton Xue · Rajeev Alur · Eric Wong |
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Workshop
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Sum-of-Parts Models: Faithful Attributions for Groups of Features Weiqiu You · Helen Qu · Marco Gatti · Bhuvnesh Jain · Eric Wong |
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Poster
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Wed 15:00 |
On the Robustness of Removal-Based Feature Attributions Chris Lin · Ian Covert · Su-In Lee |
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Poster
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Thu 8:45 |
Discriminative Feature Attributions: Bridging Post Hoc Explainability and Inherent Interpretability Usha Bhalla · Suraj Srinivas · Himabindu Lakkaraju |
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Workshop
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Shapley Interactions for Complex Feature Attribution Divyansh Singhvi · Andrej Erkelens · Raghav Jain · Diganta Misra · Naomi Saphra |
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Workshop
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Identifying regularization schemes that make the feature attributions faithful Julius Adebayo · Samuel Stanton · Simon Kelow · Michael Maser · Richard Bonneau · Vladimir Gligorijevic · Kyunghyun Cho · Stephen Ra · Nathan Frey |
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Workshop
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Sat 12:01 |
AttributionLab: Faithfulness of Feature Attribution Under Controllable Environments Yang Zhang · Yawei Li · Hannah Brown · Mina Rezaei · Bernd Bischl · Philip Torr · Ashkan Khakzar · Kenji Kawaguchi |
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Poster
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Thu 15:00 |
: A Unified XAI Benchmark for Faithfulness Evaluation of Feature Attribution Methods across Metrics, Modalities and Models Xuhong Li · Mengnan Du · Jiamin Chen · Yekun Chai · Himabindu Lakkaraju · Haoyi Xiong |