causal inference

Causal Strategic Learning with Competitive Selection AAAI 2024 Causal Temporal Representation Learning with Nonstationary Sparse Transition NeurIPS 2024 Causal vs. Anticausal merging of predictors NeurIPS 2024 Causal Walk: Debiasing Multi-Hop Fact Verification with Front-Door Adjustment AAAI 2024 CausVSR: Causality Inspired Visual Sentiment Recognition IJCAI 2024 Cautionary Tales on Synthetic Controls in Survival Analyses CLeaR 2024 CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations IJCAI 2024 COLD: Causal reasOning in cLosed Daily activities NeurIPS 2024 Complete Graphical Criterion for Sequential Covariate Adjustment in Causal Inference NeurIPS 2024 Conditional Adjustment in a Markov Equivalence Class AISTATS 2024 Conditional Generative Models are Sufficient to Sample from Any Causal Effect Estimand NeurIPS 2024 Conditional Instrumental Variable Regression with Representation Learning for Causal Inference ICLR 2024 Conditional Outcome Equivalence: A Quantile Alternative to CATE NeurIPS 2024 Consistency of Neural Causal Partial Identification NeurIPS 2024 Continuous Treatment Effect Estimation Using Gradient Interpolation and Kernel Smoothing AAAI 2024 Contrastive Balancing Representation Learning for Heterogeneous Dose-Response Curves Estimation AAAI 2024 CoreRec: A Counterfactual Correlation Inference for Next Set Recommendation AAAI 2024 Correlation-Induced Label Prior for Semi-Supervised Multi-Label Learning ICML 2024 Counterfactual Density Estimation using Kernel Stein Discrepancies ICLR 2024 Counterfactual Fairness by Combining Factual and Counterfactual Predictions NeurIPS 2024 Covariate Shift Corrected Conditional Randomization Test NeurIPS 2024 Data-driven Automated Negative Control Estimation (DANCE): Search for, Validation of, and Causal Inference with Negative Controls JMLR 2024 Data-faithful Feature Attribution: Mitigating Unobservable Confounders via Instrumental Variables NeurIPS 2024 De-biased Attention Supervision for Text Classification with Causality AAAI 2024 Decompose-and-Compose: A Compositional Approach to Mitigating Spurious Correlation CVPR 2024