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56 Results
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Poster
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Tue 14:00 |
Self-Interpretable Time Series Prediction with Counterfactual Explanations Jingquan Yan · Hao Wang |
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Oral
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Thu 18:08 |
Self-Interpretable Time Series Prediction with Counterfactual Explanations Jingquan Yan · Hao Wang |
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Poster
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Thu 16:30 |
High Fidelity Image Counterfactuals with Probabilistic Causal Models Fabio De Sousa Ribeiro · Tian Xia · Miguel Monteiro · Nick Pawlowski · Ben Glocker |
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Poster
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Thu 13:30 |
Robust Counterfactual Explanations for Neural Networks With Probabilistic Guarantees Faisal Hamman · Erfaun Noorani · Saumitra Mishra · Daniele Magazzeni · Sanghamitra Dutta |
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Poster
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Thu 13:30 |
ACAT: Adversarial Counterfactual Attention for Classification and Detection in Medical Imaging Alessandro Fontanella · Antreas Antoniou · Wenwen Li · Joanna Wardlaw · Grant Mair · Emanuele Trucco · Amos Storkey |
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Poster
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Wed 14:00 |
Sequential Counterfactual Risk Minimization Houssam Zenati · Eustache Diemert · Matthieu Martin · Julien Mairal · Pierre Gaillard |
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Poster
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Counterfactual Analysis in Dynamic Latent State Models Martin Haugh · Raghav Singal |
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Poster
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Thu 16:30 |
Trustworthy Policy Learning under the Counterfactual No-Harm Criterion Haoxuan Li · Chunyuan Zheng · Yixiao Cao · zhi geng · Yue Liu · Peng Wu |
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Poster
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Thu 13:30 |
GLOBE-CE: A Translation Based Approach for Global Counterfactual Explanations Dan Ley · Saumitra Mishra · Daniele Magazzeni |
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Poster
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Tue 14:00 |
Eventual Discounting Temporal Logic Counterfactual Experience Replay Cameron Voloshin · Abhinav Verma · Yisong Yue |
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Workshop
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Why Don’t We Focus on Episodic Future Reasoning, Not Only Counterfactual? Dongsu Lee · Minhae Kwon |
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Poster
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Tue 17:00 |
Counterfactual Identifiability of Bijective Causal Models Arash Nasr-Esfahany · Mohammad Alizadeh · Devavrat Shah |