Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations

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Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations

16 December 2020

R. Balasubramanian

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Papers citing "Latent-CF: A Simple Baseline for Reverse Counterfactual Explanations"

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Title
Faithful Counterfactual Visual Explanations (FCVE) Bismillah Khan Syed Ali Tariq Tehseen Zia Muhammad Ahsan David Windridge 87 1 0 12 Jan 2025
Identifying Spurious Correlations using Counterfactual Alignment Joseph Paul Cohen Louis Blankemeier Akshay S. Chaudhari CML 121 1 0 01 Dec 2023
Counterfactual Explanation for Regression via Disentanglement in Latent Space Xuan Zhao Klaus Broelemann Gjergji Kasneci OOD CML BDL 33 1 0 14 Nov 2023
FASTER-CE: Fast, Sparse, Transparent, and Robust Counterfactual Explanations Shubham Sharma Alan H. Gee Jette Henderson Joydeep Ghosh CML BDL LRM 46 5 0 12 Oct 2022
Counterfactual Explanations via Latent Space Projection and Interpolation Brian Barr Matthew R. Harrington Samuel Sharpe Capital One BDL 70 10 0 02 Dec 2021
$Convex optimization for actionable \& plausible counterfactual explanations$ Convex optimization for actionable \& plausible counterfactual explanations André Artelt Barbara Hammer CML OffRL 41 9 0 17 May 2021
DA-DGCEx: Ensuring Validity of Deep Guided Counterfactual Explanations With Distribution-Aware Autoencoder Loss Jokin Labaien E. Zugasti Xabier De Carlos CML 48 4 0 19 Apr 2021