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Causal Inference

3310 directly classified papers

Papers per year

Papers

Estimating Possible Causal Effects with Latent Variables via Adjustment ICML 2023
On Heterogeneous Treatment Effects in Heterogeneous Causal Graphs ICML 2023
Stable Estimation of Heterogeneous Treatment Effects ICML 2023
On the Identifiability and Estimation of Causal Location-Scale Noise Models ICML 2023
On the Expressive Power of Geometric Graph Neural Networks ICML 2023
Analyzing Diffusion as Serial Reproduction ICML 2023
Counterfactual Identifiability of Bijective Causal Models ICML 2023
B-Learner: Quasi-Oracle Bounds on Heterogeneous Causal Effects Under Hidden Confounding ICML 2023
Generative Causal Representation Learning for Out-of-Distribution Motion Forecasting ICML 2023
Which is Better for Learning with Noisy Labels: The Semi-supervised Method or Modeling Label Noise? ICML 2023
Interventional Causal Representation Learning ICML 2023
Multiply Robust Off-policy Evaluation and Learning under Truncation by Death ICML 2023
A Reinforcement Learning Framework for Dynamic Mediation Analysis ICML 2023
Fair and Robust Estimation of Heterogeneous Treatment Effects for Policy Learning ICML 2023
Estimation Beyond Data Reweighting: Kernel Method of Moments ICML 2023
An Instrumental Variable Approach to Confounded Off-Policy Evaluation ICML 2023
Automatic speaker recognition with variation across vocal conditions: a controlled experiment with implications for forensics INTERSPEECH 2023
Tonal coarticulation as a cue for upcoming prosodic boundary INTERSPEECH 2023
Unbiased Heterogeneous Scene Graph Generation with Relation-Aware Message Passing Neural Network AAAI 2023
KerPrint: Local-Global Knowledge Graph Enhanced Diagnosis Prediction for Retrospective and Prospective Interpretations AAAI 2023
Causal Intervention for Abstractive Related Work Generation EMNLP 2023
CoVariance-based Causal Debiasing for Entity and Relation Extraction EMNLP 2023
Disentangling Extraction and Reasoning in Multi-hop Spatial Reasoning EMNLP 2023
Generative Emotion Cause Triplet Extraction in Conversations with Commonsense Knowledge EMNLP 2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023