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31 Results
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Workshop
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MEGAN: Multi Explanation Graph Attention Network Jonas Teufel · Luca Torresi · Patrick Reiser · Pascal Friederich |
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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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Workshop
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Fri 5:34 |
Panel 1: Explainable AI (XAI) |
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Poster
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Thu 9:00 |
Is this the Right Neighborhood? Accurate and Query Efficient Model Agnostic Explanations Amit Dhurandhar · Karthikeyan Natesan Ramamurthy · Karthikeyan Shanmugam |
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Poster
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Wed 14:00 |
Scalable Interpretability via Polynomials Abhimanyu Dubey · Filip Radenovic · Dhruv Mahajan |
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Poster
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Tue 14:00 |
RKHS-SHAP: Shapley Values for Kernel Methods Siu Lun Chau · Robert Hu · Javier González · Dino Sejdinovic |
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Poster
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Tue 9:00 |
Inherently Explainable Reinforcement Learning in Natural Language Xiangyu Peng · Mark Riedl · Prithviraj Ammanabrolu |
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Poster
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Explicable Policy Search Ze Gong · Yu ("Tony") Zhang |
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Workshop
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Honesty as the Primary Design Guidelineof Machine Learning User Interfaces Claudio Pinhanez |
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Workshop
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Social Construction of XAI: Do We Need One Definition to Rule Them All? Upol Ehsan · Mark Riedl |
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Workshop
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Towards Better User Requirements: How to Involve Human Participants in XAI Research Thu Nguyen · Jichen Zhu |
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Poster
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Wed 9:00 |
Neural Basis Models for Interpretability Filip Radenovic · Abhimanyu Dubey · Dhruv Mahajan |