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Workshop
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On counterfactual inference with unobserved confounding
Abhin Shah · Raaz Dwivedi · Devavrat Shah · Gregory Wornell
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Workshop
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Joint Point Process Model for Counterfactual Treatment--Outcome Trajectories Under Policy Interventions
Çağlar Hızlı · ST John · Anne Juuti · Tuure Saarinen · Kirsi Pietiläinen · Pekka Marttinen
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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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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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Workshop
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A Framework for Generating 3D Shape Counterfactuals
Rajat Rasal · Daniel C. Castro · Nick Pawlowski · Ben Glocker
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Workshop
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Caused by Race or Caused by Racism? Limitations in Envisioning Fair Counterfactuals
Evan Dong
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Workshop
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Counterfactual Risk Assessments under Unmeasured Confounding
Amanda Coston · Edward Kennedy · Ashesh Rambachan
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Workshop
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Learning Counterfactually Invariant Predictors
Cecilia Casolo · Krikamol Muandet
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Workshop
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Fri 10:30
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A Counterfactual Simulation Model of Causal Judgment
Tobias Gerstenberg
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Workshop
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Feasible and Desirable Counterfactual Generation by Preserving Human Defined Constraints
Homayun Afrabandpey · Michael Spranger
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Workshop
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Benchmarking Counterfactual Reasoning Abilities about Implicit Physical Properties
Maitreya Patel · Tejas Gokhale · Chitta Baral · 'YZ' Yezhou Yang
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Poster
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[Re] Reproducibility Study of “Counterfactual Generative Networks”
Piyush Bagad · Paul Hilders · Jesse Maas · Danilo de Goede
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