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15 Results
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Poster
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Thu 14:00 |
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off Mateo Espinosa Zarlenga · Pietro Barbiero · Gabriele Ciravegna · Giuseppe Marra · Francesco Giannini · Michelangelo Diligenti · Zohreh Shams · Frederic Precioso · Stefano Melacci · Adrian Weller · Pietro Lió · Mateja Jamnik |
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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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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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Wed 14:00 |
Visual correspondence-based explanations improve AI robustness and human-AI team accuracy Mohammad Reza Taesiri · Giang Nguyen · Anh Nguyen |
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Workshop
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Sat 10:30 |
Selection of XAI Methods Matters: Evaluation of Feature Attribution Methods for Oculomotoric Biometric Identification Daniel Krakowczyk · David Robert Reich · Paul Prasse · Sebastian Lapuschkin · Lena A. Jäger · Tobias Scheffer |
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Workshop
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Take 5: Interpretable Image Classification with a Handful of Features Thomas Norrenbrock · Marco Rudolph · Bodo Rosenhahn |
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Workshop
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Fri 5:34 |
Panel 1: Explainable AI (XAI) |
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Workshop
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What Makes a Good Explanation?: A Unified View of Properties of Interpretable ML Varshini Subhash · Zixi Chen · Marton Havasi · Weiwei Pan · Finale Doshi-Velez |
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Workshop
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Fri 12:53 |
What Makes a Good Explanation?: A Unified View of Properties of Interpretable ML Varshini Subhash · Zixi Chen · Marton Havasi · Weiwei Pan · Finale Doshi-Velez |
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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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Fri 5:35 |
Closing the Creator-Consumer Gap in XAI: A Call for Participatory XAI Design with End-users. Sunnie S. Y. Kim, Elizabeth Anne Watkins, Olga Russakovsky, Ruth Fong, Andres Monroy-Hernandez |
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Workshop
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Science Communications for Explainable AI (XAI) Simon Hudson · Matija Franklin |