causal inference

Counterfactual Analysis in Dynamic Latent State Models ICML 2023 Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023 Counterfactual-based Saliency Map: Towards Visual Contrastive Explanations for Neural Networks ICCV 2023 Counterfactual Identifiability of Bijective Causal Models ICML 2023 Counterfactually Comparing Abstaining Classifiers NeurIPS 2023 Counterfactually Fair Representation NeurIPS 2023 Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning ACL 2023 Counterfactuals for the Future AAAI 2023 CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023 Covariate balancing using the integral probability metric for causal inference ICML 2023 CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023 Data Augmentations for Improved (Large) Language Model Generalization NeurIPS 2023 Debiasing Intrinsic Bias and Application Bias Jointly via Invariant Risk Minimization (Student Abstract) AAAI 2023 Debiasing Multimodal Models via Causal Information Minimization EMNLP 2023 Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment NeurIPS 2023 Demystifying Causal Features on Adversarial Examples and Causal Inoculation for Robust Network by Adversarial Instrumental Variable Regression CVPR 2023 Detecting hidden confounding in observational data using multiple environments NeurIPS 2023 Difference-in-Differences Meets Tree-based Methods: Heterogeneous Treatment Effects Estimation with Unmeasured Confounding ICML 2023 Differentially Private Synthetic Control AISTATS 2023 Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing AAAI 2023 Direct Inference of Effect of Treatment (DIET) for a Cookieless World AISTATS 2023 Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023 Disentangle and Remerge: Interventional Knowledge Distillation for Few-Shot Object Detection from a Conditional Causal Perspective AAAI 2023 Disentangled Representation for Causal Mediation Analysis AAAI 2023 DRCFS: Doubly Robust Causal Feature Selection ICML 2023