Causal Inference

Scalable Decision-Focused Learning in Restless Multi-Armed Bandits with Application to Maternal and Child Health AAAI 2023 Score-Based Learning of Graphical Event Models with Background Knowledge Augmentation AAAI 2023 Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation NeurIPS 2023 Self-Interpretable Time Series Prediction with Counterfactual Explanations ICML 2023 SemEval-2023 Task 8: Causal Medical Claim Identification and Related PIO Frame Extraction from Social Media Posts SemEval 2023 Sequential Recommendation with Probabilistic Logical Reasoning IJCAI 2023 Sequential Underspecified Instrument Selection for Cause-Effect Estimation ICML 2023 Set-valued Classification with Out-of-distribution Detection for Many Classes JMLR 2023 Sharp Bounds for Generalized Causal Sensitivity Analysis NeurIPS 2023 Solving Hard Analogy Questions with Relation Embedding Chains EMNLP 2023 Solving Inverse Physics Problems with Score Matching NeurIPS 2023 Some General Identification Results for Linear Latent Hierarchical Causal Structure IJCAI 2023 Spatial Correspondence between Graph Neural Network-Segmented Images MIDL 2023 Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023 SSNSheerinKavitha at SemEval-2023 Task 7: Semantic Rule Based Label Prediction Using TF-IDF and BM25 Techniques SemEval 2023 Stable and Causal Inference for Discriminative Self-supervised Deep Visual Representations ICCV 2023 StableDR: Stabilized Doubly Robust Learning for Recommendation on Data Missing Not at Random ICLR 2023 Stable Estimation of Heterogeneous Treatment Effects ICML 2023 Statistical Inference on Multi-armed Bandits with Delayed Feedback ICML 2023 Stochastic Causal Programming for Bounding Treatment Effects CLeaR 2023 Stochastic Tree Ensembles for Estimating Heterogeneous Effects AISTATS 2023 Structural Hawkes Processes for Learning Causal Structure from Discrete-Time Event Sequences IJCAI 2023 Structured Neural Networks for Density Estimation and Causal Inference NeurIPS 2023 Structure Learning with Adaptive Random Neighborhood Informed MCMC NeurIPS 2023 Surface Normal Estimation From Optimized and Distributed Light Sources Using DNN-Based Photometric Stereo WACV 2023