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TitleStatusHype
Generating Interpretable Counterfactual Explanations By Implicit Minimisation of Epistemic and Aleatoric UncertaintiesCode1
From Static to Dynamic Prediction: Wildfire Risk Assessment Based on Multiple Environmental Factors—0
RecSim NG: Toward Principled Uncertainty Modeling for Recommender EcosystemsCode1
Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games—0
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games—0
Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications—0
A Structural Causal Model for MR Images of Multiple SclerosisCode1
Evaluating Robustness of Counterfactual ExplanationsCode0
Structural models for policy-making: Coping with parametric uncertainty—0
Counterfactual Explanations for Oblique Decision Trees: Exact, Efficient Algorithms—0
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning—0
If Only We Had Better Counterfactual Explanations: Five Key Deficits to Rectify in the Evaluation of Counterfactual XAI Techniques—0
Towards a Unified Framework for Fair and Stable Graph Representation LearningCode1
Case Level Counterfactual Reasoning in Process Mining—0
CausalX: Causal Explanations and Block Multilinear Factor Analysis—0
Kernel Ridge Riesz Representers: Generalization, Mis-specification, and the Counterfactual Effective Dimension—0
Gifsplanation via Latent Shift: A Simple Autoencoder Approach to Counterfactual Generation for Chest X-raysCode1
Data-driven Analysis for Understanding Team Sports Behaviors—0
Efficient Deviation Types and Learning for Hindsight Rationality in Extensive-Form GamesCode0
Selecting Treatment Effects Models for Domain Adaptation Using Causal Knowledge—0
Robust Generalization and Safe Query-Specialization in Counterfactual Learning to RankCode0
Automated and Distributed Statistical Analysis of Economic Agent-Based Models—0
Grab the Reins of Crowds: Estimating the Effects of Crowd Movement Guidance Using Causal InferenceCode0
Counterfactual Contextual Multi-Armed Bandit: a Real-World Application to Diagnose Apple Diseases—0
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