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Causal Inference

3310 directly classified papers

Papers per year

Papers

Inferring Private Valuations from Behavioral Data in Bilateral Sequential Bargaining IJCAI 2023
Generalization on the Unseen, Logic Reasoning and Degree Curriculum ICML 2023
Estimating Treatment Effects from Irregular Time Series Observations with Hidden Confounders AAAI 2023
Causal Inference with Conditional Instruments Using Deep Generative Models AAAI 2023
Learning Optimal Features via Partial Invariance AAAI 2023
Estimating Average Causal Effects from Patient Trajectories AAAI 2023
Causal Recurrent Variational Autoencoder for Medical Time Series Generation AAAI 2023
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023
Disentangled Representation for Causal Mediation Analysis AAAI 2023
Learning Event-Relevant Factors for Video Anomaly Detection AAAI 2023
Causal Intervention for Human Trajectory Prediction with Cross Attention Mechanism AAAI 2023
Zero-Shot Linear Combinations of Grounded Social Interactions with Linear Social MDPs AAAI 2023
Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction AAAI 2023
CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023
Complex Reasoning in Natural Language ACL 2023
Modeling the Q-Diversity in a Min-max Play Game for Robust Optimization ACL 2023
Hypothetical Training for Robust Machine Reading Comprehension of Tabular Context ACL 2023
Prediction and Calibration: Complex Reasoning over Knowledge Graph with Bi-directional Directed Acyclic Graph Neural Network ACL 2023
CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation ACL 2023
Event Causality Extraction via Implicit Cause-Effect Interactions EMNLP 2023
Counterfactual Augmentation for Multimodal Learning Under Presentation Bias EMNLP 2023
Mitigating Biases in Hate Speech Detection from A Causal Perspective EMNLP 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect NIPS 2023
BayesDAG: Gradient-Based Posterior Inference for Causal Discovery NIPS 2023