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82 Results
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Workshop
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Fri 15:15 |
Theory of Mind as Intrinsic Motivation for Multi-Agent Reinforcement Learning Ini Oguntola · Joseph Campbell · Simon Stepputtis · Katia Sycara |
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Workshop
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(Un)reasonable Allure of Ante-hoc Interpretability for High-stakes Domains: Transparency Is Necessary but Insufficient for Explainability Kacper Sokol · Julia Vogt |
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Workshop
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A Pipeline for Interpretable Clinical Subtyping with Deep Metric Learning Haoran Zhang · Qixuan Jin · Thomas Hartvigsen · Miriam Udler · Marzyeh Ghassemi |
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Workshop
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Reframing the Brain Age Prediction Problem to a More Interpretable and Quantitative Approach Neha Gianchandani · Mahsa Dibaji · Mariana Bento · Ethan MacDonald · Roberto Souza |
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Workshop
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Adaptive Bias Correction for Improved Subseasonal Forecasting Soukayna Mouatadid · Paulo Orenstein · Genevieve Flaspohler · Judah Cohen · Miruna Oprescu · Ernest Fraenkel · Lester Mackey |
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Workshop
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Synergizing Deep Reinforcement Learning and Biological Pursuit Behavioral Rule for Robust and Interpretable Navigation Kazushi Tsutsui · Kazuya Takeda · Keisuke Fujii |
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Workshop
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Task-Linear Deep Representation of Physical Systems Matthieu Blanke · Marc Lelarge |
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Poster
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Tue 17:00 |
Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero · Gabriele Ciravegna · Francesco Giannini · Mateo Espinosa Zarlenga · Lucie Charlotte Magister · Alberto Tonda · Pietro Lió · Frederic Precioso · Mateja Jamnik · Giuseppe Marra |
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Workshop
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Temporal Attention Bottleneck is informative? Interpretability through Disentangled Generative Representations for Energy Time Series Disaggregation khalid OUBLAL · Said Ladjal · David Benhaiem · Emmanuel le-borgne · François Roueff |
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Poster
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Tue 17:00 |
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng · Yunfan Li · Ivor W. Tsang · Hongyuan Zhu · Jiancheng Lv · Joey Tianyi Zhou |