firstbacksecondback
23 Results
|
Poster
|
Thu 16:30 |
Counterfactual Fairness by Combining Factual and Counterfactual Predictions Zeyu Zhou · Tianci Liu · Ruqi Bai · Jing Gao · Murat Kocaoglu · David Inouye |
|
|
Poster
|
Wed 16:30 |
Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- A Theoretical and Empirical Study Sangwon Jung · Sumin Yu · Sanghyuk Chun · Taesup Moon |
|
|
Poster
|
Wed 11:00 |
Benchmarking Counterfactual Image Generation Thomas Melistas · Nikos Spyrou · Nefeli Gkouti · Pedro Sanchez · Athanasios Vlontzos · Yannis Panagakis · Giorgos Papanastasiou · Sotirios Tsaftaris |
|
|
Poster
|
Thu 11:00 |
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play Qi Ju · Falin Hei · Ting Feng · Dengbing Yi · Zhemei Fang · YunFeng Luo |
|
|
Poster
|
Thu 16:30 |
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal Properties Xiayan Ji · Anton Xue · Eric Wong · Oleg Sokolsky · Insup Lee |
|
|
Poster
|
Wed 16:30 |
Model Reconstruction Using Counterfactual Explanations: A Perspective From Polytope Theory Pasan Dissanayake · Sanghamitra Dutta |
|
|
Poster
|
Wed 16:30 |
Natural Counterfactuals With Necessary Backtracking GUANG-YUAN HAO · Jiji Zhang · Biwei Huang · Hao Wang · Kun Zhang |
|
|
Poster
|
Wed 11:00 |
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction Sets Eleni Straitouri · Suhas Thejaswi · Manuel Rodriguez |
|
|
Poster
|
Thu 11:00 |
Causal Contrastive Learning for Counterfactual Regression Over Time Mouad EL Bouchattaoui · Myriam Tami · BENOIT LEPETIT · Paul-Henry Cournède |
|
|
Poster
|
Exogenous Matching: Learning Good Proposals for Tractable Counterfactual Estimation Yikang Chen · Dehui du · Lili Tian |
||
|
Workshop
|
A Novel Application of SCMs to Time Series Counterfactual Estimation in the Pharmaceutical Industry Tomas Garriga · Gerard Sanz · Eduard Serrahima de Cambra · Axel Brando |
||
|
Workshop
|
Exploring A Bayesian View On Compositional and Counterfactual Generalization Patrik Reizinger · Rahul Krishnan |