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TitleStatusHype
Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification—0
Counterfactual Concept Bottleneck ModelsCode0
Character-based Outfit Generation with Vision-augmented Style Extraction via LLMs—0
Robust Counterfactual Explanations in Machine Learning: A Survey—0
Natural Counterfactuals With Necessary BacktrackingCode0
Cooperative Knowledge Distillation: A Learner Agnostic ApproachCode0
Explaining Text Classifiers with Counterfactual RepresentationsCode0
Propagation and Pitfalls: Reasoning-based Assessment of Knowledge Editing through Counterfactual Tasks—0
Causal Machine Learning for Cost-Effective Allocation of Development AidCode0
Distribution-consistency Structural Causal Models—0
Seller-Side Experiments under Interference Induced by Feedback Loops in Two-Sided Platforms—0
Graph Neural Networks: Theory for Estimation with Application on Network Heterogeneity—0
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel SmoothingCode0
Diverse and Lifespan Facial Age Transformation Synthesis with Identity Variation Rationality Metric—0
Generating Likely Counterfactuals Using Sum-Product NetworksCode0
Islamic Law, Western European Law and the Roots of Middle East's Long Divergence: a Comparative Empirical Investigation (800-1600)—0
A New Paradigm for Counterfactual Reasoning in Fairness and Recourse—0
SubgroupTE: Advancing Treatment Effect Estimation with Subgroup IdentificationCode0
Causal Generative Explainers using Counterfactual Inference: A Case Study on the Morpho-MNIST Dataset—0
Graph Edits for Counterfactual Explanations: A comparative study—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
The impact of Covid-19 vaccination in Aotearoa New Zealand: a modelling studyCode0
Equilibrium Multiplicity: A Systematic Approach using Homotopies, with an Application to Chicago—0
Aligning Large Language Models with Counterfactual DPO—0
Even-if Explanations: Formal Foundations, Priorities and Complexity—0
DCRMTA: Unbiased Causal Representation for Multi-touch Attribution—0
PUPAE: Intuitive and Actionable Explanations for Time Series Anomalies—0
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
Modular Learning of Deep Causal Generative Models for High-dimensional Causal InferenceCode0
Inferring Heterogeneous Treatment Effects of Crashes on Highway Traffic: A Doubly Robust Causal Machine Learning Approach—0
FADES: Fair Disentanglement with Sensitive Relevance—0
Revisiting Counterfactual Problems in Referring Expression ComprehensionCode0
Looking Similar Sounding Different: Leveraging Counterfactual Cross-Modal Pairs for Audiovisual Representation Learning—0
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
Navigating the Structured What-If Spaces: Counterfactual Generation via Structured Diffusion—0
ALMANACS: A Simulatability Benchmark for Language Model ExplainabilityCode0
Robust Machine Learning by Transforming and Augmenting Imperfect Training Data—0
Explaining Reinforcement Learning Agents Through Counterfactual Action OutcomesCode0
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