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counterfactual

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TitleStatusHype
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel SmoothingCode0
Islamic Law, Western European Law and the Roots of Middle East's Long Divergence: a Comparative Empirical Investigation (800-1600)—0
Diverse and Lifespan Facial Age Transformation Synthesis with Identity Variation Rationality Metric—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
Generating Likely Counterfactuals Using Sum-Product NetworksCode0
Distributional Counterfactual Explanations With Optimal TransportCode1
LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-ExplanationsCode1
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup IdentificationCode0
Exploring Diffusion Time-steps for Unsupervised Representation LearningCode1
Graph Edits for Counterfactual Explanations: A comparative study—0
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset—0
Constraint-Generation Policy Optimization (CGPO): Nonlinear Programming for Policy Optimization in Mixed Discrete-Continuous MDPs—0
Estimating Heterogeneous Treatment Effects on Survival Outcomes Using Counterfactual Censoring Unbiased Transformations—0
Image Safeguarding: Reasoning with Conditional Vision Language Model and Obfuscating Unsafe Content CounterfactuallyCode0
Bayesian Networks for Causal Analysis in Socioecological SystemsCode0
Equilibrium Multiplicity: A Systematic Approach using Homotopies, with an Application to Chicago—0
The impact of Covid-19 vaccination in Aotearoa New Zealand: a modelling studyCode0
Even-if Explanations: Formal Foundations, Priorities and Complexity—0
Aligning Large Language Models with Counterfactual DPO—0
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies—0
DCRMTA: Unbiased Causal Representation for Multi-touch Attribution—0
Explaining Time Series via Contrastive and Locally Sparse PerturbationsCode1
Are self-explanations from Large Language Models faithful?Code1
A Dynamic Agent Based Model of the Real Economy with Monopolistic Competition, Perfect Product Differentiation, Heterogeneous Agents, Increasing Returns to Scale and Trade in Disequilibrium—0
Austria's KlimaTicket: Assessing the short-term impact of a cheap nationwide travel pass on demand—0
Attention Is Not the Only Choice: Counterfactual Reasoning for Path-Based Explainable Recommendation—0
Learning Audio Concepts from Counterfactual Natural LanguageCode0
Adaptive Experimental Design for Policy Learning—0
Verifying Relational Explanations: A Probabilistic ApproachCode0
PokerGPT: An End-to-End Lightweight Solver for Multi-Player Texas Hold'em via Large Language Model—0
Sports-QA: A Large-Scale Video Question Answering Benchmark for Complex and Professional SportsCode1
Representation Learning of Multivariate Time Series using Attention and Adversarial TrainingCode1
Modular Learning of Deep Causal Generative Models for High-dimensional Causal InferenceCode0
Revisiting Counterfactual Problems in Referring Expression ComprehensionCode0
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning—0
DiG-IN: Diffusion Guidance for Investigating Networks - Uncovering Classifier Differences Neuron Visualisations and Visual Counterfactual ExplanationsCode1
FADES: Fair Disentanglement with Sensitive Relevance—0
Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach—0
Is Knowledge All Large Language Models Needed for Causal Reasoning?Code1
User Strategization and Trustworthy Algorithms—0
Incentive-Aware Synthetic Control: Accurate Counterfactual Estimation via Incentivized Exploration—0
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report)Code0
Where and How to Attack? A Causality-Inspired Recipe for Generating Counterfactual Adversarial ExamplesCode0
Towards More Faithful Natural Language Explanation Using Multi-Level Contrastive Learning in VQACode1
Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion—0
Fast Diffusion-Based Counterfactuals for Shortcut Removal and GenerationCode1
ALMANACS: A Simulatability Benchmark for Language Model ExplainabilityCode0
Robust Machine Learning by Transforming and Augmenting Imperfect Training Data—0
Robust Stochastic Graph Generator for Counterfactual Explanations—0
Explaining Reinforcement Learning Agents Through Counterfactual Action OutcomesCode0
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