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TitleStatusHype
Consequence-aware Sequential Counterfactual GenerationCode0
Evidence-based Prescriptive Analytics, CAUSAL Digital Twin and a Learning Estimation Algorithm—0
Assessing the Heterogeneous Impact of Economy-Wide Shocks: A Machine Learning Approach Applied to Colombian Firms—0
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
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
From Static to Dynamic Prediction: Wildfire Risk Assessment Based on Multiple Environmental Factors—0
Model-Free Online Learning in Unknown Sequential Decision Making Problems and Games—0
Bandit Linear Optimization for Sequential Decision Making and Extensive-Form Games—0
Counterfactuals and Causability in Explainable Artificial Intelligence: Theory, Algorithms, and Applications—0
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
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
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
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
Robust Explanations for Private Support Vector Machines—0
Causal Collaborative FilteringCode0
Directive Explanations for Actionable Explainability in Machine Learning Applications—0
Matching Function Equilibria with Partial Assignment: Existence, Uniqueness and Estimation—0
Policy Analysis using Synthetic Controls in Continuous-TimeCode0
Counterfactual Generation with Knockoffs—0
Counterfactual Planning in AGI Systems—0
Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep LearningCode0
Learning Matching Representations for Individualized Organ Transplantation AllocationCode0
Dynamic prediction of time to event with survival curves—0
High-Confidence Off-Policy (or Counterfactual) Variance Estimation—0
Conditional Generative Models for Counterfactual Explanations—0
A Few Good Counterfactuals: Generating Interpretable, Plausible and Diverse Counterfactual Explanations—0
Customer Price Sensitivities in Competitive Automobile Insurance Markets—0
Testing Models of Strategic Uncertainty: Equilibrium Selection in Repeated Games—0
Assessing the Impact: Does an Improvement to a Revenue Management System Lead to an Improved Revenue?—0
Explaining the Black-box Smoothly- A Counterfactual Approach—0
GeCo: Quality Counterfactual Explanations in Real TimeCode0
Regression Discontinuity Design with Many Thresholds—0
Partial Identification in Nonseparable Binary Response Models with Endogenous Regressors—0
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