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Causal Inference

3310 directly classified papers

Papers per year

Papers

Symmetry and Group in Attribute-Object Compositions CVPR 2020
Discovering Human Interactions With Novel Objects via Zero-Shot Learning CVPR 2020
Geometrically Principled Connections in Graph Neural Networks CVPR 2020
CookGAN: Causality Based Text-to-Image Synthesis CVPR 2020
Unbiased Scene Graph Generation From Biased Training CVPR 2020
Information Theoretic Counterfactual Learning from Missing-Not-At-Random Feedback NIPS 2020
Active Structure Learning of Causal DAGs via Directed Clique Trees NIPS 2020
Probabilistic Reasoning Across the Causal Hierarchy AAAI 2020
Causal Intervention for Weakly-Supervised Semantic Segmentation NIPS 2020
Long-Tailed Classification by Keeping the Good and Removing the Bad Momentum Causal Effect NIPS 2020
Learning Robust Decision Policies from Observational Data NIPS 2020
Alleviating Privacy Attacks via Causal Learning ICML 2020
DeepMatch: Balancing Deep Covariate Representations for Causal Inference Using Adversarial Training ICML 2020
Tuning Causal Discovery Algorithms PGM 2020
Learning Optimal Cyclic Causal Graphs from Interventional Data PGM 2020
Knowledge Transfer for Learning Markov Equivalence Classes PGM 2020
Invariant Causal Prediction for Block MDPs ICML 2020
A New Representation Learning Method for Individual Treatment Effect Estimation: Split Covariate Representation Network ACML 2020
Does the Markov Decision Process Fit the Data: Testing for the Markov Property in Sequential Decision Making ICML 2020
Deep PQR: Solving Inverse Reinforcement Learning using Anchor Actions ICML 2020
On Validation and Planning of An Optimal Decision Rule with Application in Healthcare Studies ICML 2020
Sparse and Low-bias Estimation of High Dimensional Vector Autoregressive Models L4DC 2020
Learning Dynamical Systems with Side Information L4DC 2020
Kernel Conditional Moment Test via Maximum Moment Restriction UAI 2020
Robust causal inference under covariate shift via worst-case subpopulation treatment effects COLT 2020