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55 Results
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Workshop
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Identifying Spurious Correlations and Correcting them with an Explanation-based Learning Misgina Tsighe Hagos · Kathleen Curran · Brian Mac Namee |
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Affinity Workshop
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Explanation-Guided Learning for Human-AI collaboration Silvia Tulli |
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Affinity Workshop
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Mon 7:10 |
Contributed talk (Silvia Tulli) - "Explanation-Guided Learning for Human-AI collaboration" Silvia Tulli |
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Poster
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Tue 14:00 |
Consistent Sufficient Explanations and Minimal Local Rules for explaining the decision of any classifier or regressor Salim I. Amoukou · Nicolas Brunel |
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Poster
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Wed 14:00 |
ProtoX: Explaining a Reinforcement Learning Agent via Prototyping Ronilo Ragodos · Tong Wang · Qihang Lin · Xun Zhou |
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Poster
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Tue 9:00 |
Task-Agnostic Graph Explanations Yaochen Xie · Sumeet Katariya · Xianfeng Tang · Edward Huang · Nikhil Rao · Karthik Subbian · Shuiwang Ji |
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Poster
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Tue 14:00 |
Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post Hoc Explanations Tessa Han · Suraj Srinivas · Himabindu Lakkaraju |
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Poster
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Thu 14:00 |
Explainable Reinforcement Learning via Model Transforms Mira Finkelstein · Nitsan levy · Lucy Liu · Yoav Kolumbus · David Parkes · Jeffrey S Rosenschein · Sarah Keren |
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Poster
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Thu 14:00 |
Diffusion Visual Counterfactual Explanations Maximilian Augustin · Valentyn Boreiko · Francesco Croce · Matthias Hein |
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Poster
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Thu 14:00 |
CEBaB: Estimating the Causal Effects of Real-World Concepts on NLP Model Behavior Eldar D Abraham · Karel D'Oosterlinck · Amir Feder · Yair Gat · Atticus Geiger · Christopher Potts · Roi Reichart · Zhengxuan Wu |
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Poster
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Tue 14:00 |
CLEAR: Generative Counterfactual Explanations on Graphs Jing Ma · Ruocheng Guo · Saumitra Mishra · Aidong Zhang · Jundong Li |
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Poster
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Thu 14:00 |
Use-Case-Grounded Simulations for Explanation Evaluation Valerie Chen · Nari Johnson · Nicholay Topin · Gregory Plumb · Ameet Talwalkar |