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Workshop
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Fri 13:00
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Improving Counterfactual Explanations for Time Series Classification Models in Healthcare Settings
Tina Han · Jette Henderson · Pedram Akbarian Saravi · Joydeep Ghosh
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Workshop
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Real world relevance of generative counterfactual explanations
Swami Sankaranarayanan · Thomas Hartvigsen · Lauren Oakden-Rayner · Marzyeh Ghassemi · Phillip Isola
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Affinity Workshop
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Shapelet Guided Counterfactual Explanation Generation for Black-Box Time Series Classifiers
Tina Han · Jette Henderson
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Poster
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Tue 14:00
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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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Counterfactual Temporal Point Processes
Kimia Noorbakhsh · Manuel Rodriguez
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Workshop
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Counterfactual Explanations Using Optimization With Constraint Learning
Donato Maragno · Tabea E. Röber · Ilker Birbil
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Workshop
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Evaluating the Practicality of Counterfactual Explanation
Nina Spreitzer · Hinda Haned · Ilse van der Linden
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Workshop
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Generating counterfactual explanations of tumor spatial proteomes to discover effective, combinatorial therapies that enhance cancer immunotherapy
Jerry Wang · Matt Thomson
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Poster
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Thu 14:00
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Diffusion Visual Counterfactual Explanations
Maximilian Augustin · Valentyn Boreiko · Francesco Croce · Matthias Hein
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