causal inference

Scalable Intervention Target Estimation in Linear Models NeurIPS 2021 Selecting Data Augmentation for Simulating Interventions ICML 2021 Sequential Causal Imitation Learning with Unobserved Confounders NeurIPS 2021 Spatial-temporal Causal Inference for Partial Image-to-video Adaptation AAAI 2021 Statistical Undecidability in Linear, Non-Gaussian Causal Models in the Presence of Latent Confounders NeurIPS 2021 Supercharging Imbalanced Data Learning With Energy-based Contrastive Representation Transfer NeurIPS 2021 SurvITE: Learning Heterogeneous Treatment Effects from Time-to-Event Data NeurIPS 2021 SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning Over Traffic Events CVPR 2021 SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes NeurIPS 2021 The Adaptive Doubly Robust Estimator and a Paradox Concerning Logging Policy NeurIPS 2021 The Causal Learning of Retail Delinquency AAAI 2021 The Causal-Neural Connection: Expressiveness, Learnability, and Inference NeurIPS 2021 The Counterfactual NESS Definition of Causation AAAI 2021 The Importance of Modeling Data Missingness in Algorithmic Fairness: A Causal Perspective AAAI 2021 The Risks of Invariant Risk Minimization ICLR 2021 Towards Robust Classification Model by Counterfactual and Invariant Data Generation CVPR 2021 Transporting Causal Mechanisms for Unsupervised Domain Adaptation ICCV 2021 Treatment Effect Estimation with Disentangled Latent Factors AAAI 2021 Uncovering Latent Biases in Text: Method and Application to Peer Review AAAI 2021 Uncovering Main Causalities for Long-tailed Information Extraction EMNLP 2021 User Retention: A Causal Approach with Triple Task Modeling IJCAI 2021 VCNet and Functional Targeted Regularization For Learning Causal Effects of Continuous Treatments ICLR 2021 Wasserstein Random Forests and Applications in Heterogeneous Treatment Effects AISTATS 2021 What Makes a Scientific Paper be Accepted for Publication? EMNLP 2021 Why did the distribution change? AISTATS 2021