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counterfactual

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TitleStatusHype
Revisiting Counterfactual Regression through the Lens of Gromov-Wasserstein Information BottleneckCode0
Peer-induced Fairness: A Causal Approach for Algorithmic Fairness AuditingCode0
Verifying Relational Explanations: A Probabilistic ApproachCode0
Take its Essence, Discard its Dross! Debiasing for Toxic Language Detection via Counterfactual Causal EffectCode0
Causal Inference Through the Structural Causal Marginal ProblemCode0
Guiding the generation of counterfactual explanations through temporal background knowledge for Predictive Process MonitoringCode0
Counterfactual Monotonic Knowledge Tracing for Assessing Students' Dynamic Mastery of Knowledge ConceptsCode0
Controlling Counterfactual Harm in Decision Support Systems Based on Prediction SetsCode0
Reward Machines for Deep RL in Noisy and Uncertain EnvironmentsCode0
Taking the Counterfactual Online: Efficient and Unbiased Online Evaluation for RankingCode0
Harmonization with Flow-based Causal InferenceCode0
Heterogeneous-Agent Trajectory Forecasting Incorporating Class UncertaintyCode0
Controllable Sequence Editing for Biological and Clinical TrajectoriesCode0
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use InferenceCode0
Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves EstimationCode0
Rigorous Probabilistic Guarantees for Robust Counterfactual ExplanationsCode0
Adversarial Learning for Counterfactual FairnessCode0
Hierarchical and Multimodal Data for Daily Activity UnderstandingCode0
Hierarchical Deep Counterfactual Regret MinimizationCode0
OccludeNet: A Causal Journey into Mixed-View Actor-Centric Video Action Recognition under OcclusionsCode0
Counterfactual Mean EmbeddingsCode0
Hindsight and Sequential Rationality of Correlated PlayCode0
Hindsight Learning for MDPs with Exogenous InputsCode0
Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel SmoothingCode0
Causal Inference in Possibly Nonlinear Factor ModelsCode0
Targeted VAE: Variational and Targeted Learning for Causal InferenceCode0
Counterfactual Maximum Likelihood Estimation for Training Deep NetworksCode0
How Can We Diagnose and Treat Bias in Large Language Models for Clinical Decision-Making?Code0
Offline Imitation Learning with Variational Counterfactual ReasoningCode0
ALMANACS: A Simulatability Benchmark for Language Model ExplainabilityCode0
Offline Reinforcement Learning for Learning to Dispatch for Job Shop SchedulingCode0
RNN-based counterfactual prediction, with an application to homestead policy and public schoolingCode0
Off-Policy Evaluation for Action-Dependent Non-Stationary EnvironmentsCode0
How to Protect Yourself from 5G Radiation? Investigating LLM Responses to Implicit MisinformationCode0
When Inverse Propensity Scoring does not Work: Affine Corrections for Unbiased Learning to RankCode0
Constructions are Revealed in Word DistributionsCode0
Counterfactually Probing Language Identity in Multilingual ModelsCode0
Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic ResponseCode0
HyConEx: Hypernetwork classifier with counterfactual explanationsCode0
ViCE: Visual Counterfactual Explanations for Machine Learning ModelsCode0
Constrained Sampling with Primal-Dual Langevin Monte CarloCode0
HypoGen: Hyperbole Generation with Commonsense and Counterfactual KnowledgeCode0
Robust Counterfactual Explanations for Neural Networks With Probabilistic GuaranteesCode0
IDANI: Inference-time Domain Adaptation via Neuron-level InterventionsCode0
Don't Explain Noise: Robust Counterfactuals for Randomized EnsemblesCode0
Aligning (Medical) LLMs for (Counterfactual) FairnessCode0
On Counterfactual Interventions in Vector Autoregressive ModelsCode0
AI-Assisted Discovery of Quantitative and Formal Models in Social ScienceCode0
One Explanation to Rule them All -- Ensemble Consistent ExplanationsCode0
One for Dozens: Adaptive REcommendation for All Domains with Counterfactual AugmentationCode0
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