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counterfactual

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TitleStatusHype
Learning from Ambiguous Labels for Lung Nodule Malignancy PredictionCode0
Neural Networks for Learning Counterfactual G-Invariances from Single EnvironmentsCode0
DA-DGCEx: Ensuring Validity of Deep Guided Counterfactual Explanations With Distribution-Aware Autoencoder Loss—0
Optimal Counterfactual Explanations for Scorecard modellingCode1
MEG: Generating Molecular Counterfactual Explanations for Deep Graph NetworksCode1
NICE: An Algorithm for Nearest Instance Counterfactual ExplanationsCode1
I Wish I Would Have Loved This One, But I Didn't -- A Multilingual Dataset for Counterfactual Detection in Product ReviewsCode1
Decomposed Soft Actor-Critic Method for Cooperative Multi-Agent Reinforcement LearningCode1
δ-CLUE: Diverse Sets of Explanations for Uncertainty Estimates—0
LioNets: A Neural-Specific Local Interpretation Technique Exploiting Penultimate Layer InformationCode0
Evidence-based Prescriptive Analytics, CAUSAL Digital Twin and a Learning Estimation Algorithm—0
Double Perturbation: On the Robustness of Robustness and Counterfactual Bias EvaluationCode0
Consequence-aware Sequential Counterfactual GenerationCode0
Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms—0
Connecting Attributions and QA Model Behavior on Realistic CounterfactualsCode1
Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future—0
Leaving Goals on the Pitch: Evaluating Decision Making in Soccer—0
Robust Semantic Interpretability: Revisiting Concept Activation VectorsCode1
Identification and Estimation in Many-to-one Two-sided Matching without Transfers—0
Sketch and Customize: A Counterfactual Story GeneratorCode0
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning—0
ECINN: Efficient Counterfactuals from Invertible Neural NetworksCode0
Counterfactual Explanation with Multi-Agent Reinforcement Learning for Drug Target PredictionCode0
NCoRE: Neural Counterfactual Representation Learning for Combinations of Treatments—0
Beyond Trivial Counterfactual Explanations with Diverse Valuable ExplanationsCode1
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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