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56 Results
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Workshop
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Extending counterfactual reasoning models to capture unconstrained social explanations Stephanie Droop · Neil Bramley |
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Unveiling the Betrayal of Counterfactual Explanations within Recommender Systems Ziheng Chen · Jin Huang · Ping Chang Lee · Fabrizio Silvestri · Hongshik Ahn · Jia Wang · Yongfeng Zhang · Gabriele Tolomei |
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Sat 17:50 |
Counterfactually Comparing Abstaining Classifiers Yo Joong Choe · Aditya Gangrade · Aaditya Ramdas |
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Navigating Explanatory Multiverse Through Counterfactual Path Geometry Edward Small · Yueqing Xuan · Kacper Sokol |
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Interventional and Counterfactual Inference with Diffusion Models Patrick Chao · Patrick Bloebaum · Shiva Kasiviswanathan |
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Counterfactual Explanation Policies in RL Shripad Deshmukh · Srivatsan R · Supriti Vijay · Jayakumar Subramanian · Chirag Agarwal |
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Forward-INF : Efficient Data Influence Estimation with Duality-based Counterfactual Analysis Myeongseob Ko · Feiyang Kang · Weiyan Shi · Ming Jin · Zhou Yu · Ruoxi Jia |
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Counterfactual Generation with Identifiability Guarantees Hanqi Yan · Lingjing Kong · Lin Gui · Yuejie Chi · Eric Xing · Yulan He · Kun Zhang |
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Workshop
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Counterfactually Comparing Abstaining Classifiers Yo Joong Choe · Aditya Gangrade · Aaditya Ramdas |
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Workshop
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The Matrix Reloaded: A Counterfactual Perspective on Bias in Machine Learning Andre Carreiro · Mariana Pinto · Pedro Madeira · Alberto Lopez · Hugo Gamboa |
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Workshop
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Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ Eoin Delaney · Arjun Pakrashi · Derek Greene · Mark Keane |
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Workshop
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Sat 14:50 |
Counterfactual Explanations for Misclassified Images: How Human and Machine Explanations Differ Eoin Delaney · Arjun Pakrashi · Derek Greene · Mark Keane |