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56 Results
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Workshop
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Dataset Interfaces: Diagnosing Model Failures Using Controllable Counterfactual Generation Joshua Vendrow · Saachi Jain · Logan Engstrom · Aleksander Madry |
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Workshop
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Finding Counterfactually Optimal Action Sequences in Continuous State Spaces Stratis Tsirtsis · Manuel Gomez-Rodriguez |
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Workshop
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Natural Counterfactuals With Necessary Backtracking Guangyuan Hao · Jiji Zhang · Hao Wang · Kun Zhang |
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Workshop
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Counterfactual Optimization of Treatment Policies Based on Temporal Point Process Zilin JING · Chao Yang · Shuang Li |
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Workshop
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Rethinking Counterfactual Explanations as Local and Regional Counterfactual Policies Salim I. Amoukou · Nicolas J-B Brunel |
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Workshop
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Sat 17:40 |
Natural Counterfactuals With Necessary Backtracking Guangyuan Hao · Jiji Zhang · Hao Wang · Kun Zhang |
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Workshop
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Let’s Do a Thought Experiment: Using Counterfactuals to Improve Moral Reasoning Xiao Ma · Swaroop Mishra · Ahmad Beirami · Alex Beutel · Jilin Chen |
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Workshop
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Counterfactual Memorization in Neural Language Models Chiyuan Zhang · Daphne Ippolito · Katherine Lee · Matthew Jagielski · Florian Tramer · Nicholas Carlini |
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Workshop
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Learning Counterfactually Invariant Predictors Francesco Quinzan · Cecilia Casolo · Krikamol Muandet · Yucen Luo · Niki Kilbertus |
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Workshop
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Semantic Meaningfulness: Evaluating Counterfactual Approaches for Real-World Plausibility and Feasibility Jacqueline Hoellig · Aniek Markus · Jef de Slegte · Prachi Bagave |
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Workshop
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Sat 12:00 |
“Could it have been different?” Counterfactuals in Minds and Machines Nina Corvelo Benz · Ricardo Dominguez-Olmedo · Manuel Gomez-Rodriguez · Thorsten Joachims · Amir-Hossein Karimi · Stratis Tsirtsis · Isabel Valera · Sarah A Wu |
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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 |