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110 Results
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Poster
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Explicable Policy Search Ze Gong · Yu ("Tony") Zhang |
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Poster
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Wed 9:00 |
Implications of Model Indeterminacy for Explanations of Automated Decisions Marc-Etienne Brunet · Ashton Anderson · Richard Zemel |
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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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Counterfactual Temporal Point Processes Kimia Noorbakhsh · Manuel Rodriguez |
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Poster
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Tue 14:00 |
[Re] Explaining in Style: Training a GAN to explain a classifier in StyleSpace Noah van der Vleuten · Tadija Radusinović · Rick Akkerman · Meilina Reksoprodjo |
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Poster
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Thu 14:00 |
Estimating and Explaining Model Performance When Both Covariates and Labels Shift Lingjiao Chen · Matei Zaharia · James Zou |
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Poster
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Tue 14:00 |
On Computing Probabilistic Explanations for Decision Trees Marcelo Arenas · Pablo Barceló · Miguel Romero Orth · Bernardo Subercaseaux |
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Poster
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Tue 9:00 |
Listen to Interpret: Post-hoc Interpretability for Audio Networks with NMF Jayneel Parekh · Sanjeel Parekh · Pavlo Mozharovskyi · Florence d'Alché-Buc · Gaël Richard |
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Poster
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Tue 14:00 |
Optimizing Relevance Maps of Vision Transformers Improves Robustness Hila Chefer · Idan Schwartz · Lior Wolf |
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Poster
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Tue 14:00 |
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents James MacGlashan · Evan Archer · Alisa Devlic · Takuma Seno · Craig Sherstan · Peter Wurman · Peter Stone |
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Poster
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Thu 14:00 |
Concept Activation Regions: A Generalized Framework For Concept-Based Explanations Jonathan Crabbé · Mihaela van der Schaar |
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Poster
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Wed 14:00 |
OpenXAI: Towards a Transparent Evaluation of Model Explanations Chirag Agarwal · Satyapriya Krishna · Eshika Saxena · Martin Pawelczyk · Nari Johnson · Isha Puri · Marinka Zitnik · Himabindu Lakkaraju |