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Poster
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Thu 14:00
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Deep Counterfactual Estimation with Categorical Background Variables
Edward De Brouwer
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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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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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Generating Personalized Counterfactual Interventions for Algorithmic Recourse by Eliciting User Preferences
Giovanni De Toni · Paolo Viappiani · Bruno Lepri · Andrea Passerini
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Workshop
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Counterfactual Situation Testing: Fairness given the Difference
Jose Alvarez · Salvatore Ruggieri
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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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Workshop
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Can Causal (or Counterfactual) Representations benefit from Quantum Computing?
Rakshit Naidu · Daniel Justice
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Workshop
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On the Complexity of Counterfactual Reasoning
Yunqiu Han · Yizuo Chen · Adnan Darwiche
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Workshop
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Fri 9:30
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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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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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Counterfactual Generation Under Confounding
Abbavaram Gowtham Reddy · Saloni Dash · Amit Sharma · Vineeth N Balasubramanian
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Workshop
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Counterfactual Decision Support Under Treatment-Conditional Outcome Measurement Error
Luke Guerdan · Amanda Coston · Kenneth Holstein · Steven Wu
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