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Causal Inference

934 directly classified papers

Papers per year

Papers

Differentiable and Transportable Structure Learning ICML 2023
Towards Trustworthy Explanation: On Causal Rationalization ICML 2023
Argumentation for Interactive Causal Discovery IJCAI 2023
Flexible and Efficient Contextual Bandits with Heterogeneous Treatment Effect Oracles AISTATS 2023
Discovering the Real Association: Multimodal Causal Reasoning in Video Question Answering CVPR 2023
Counterfactual Identifiability of Bijective Causal Models ICML 2023
Domain Adaptation under Missingness Shift AISTATS 2023
Adapting to Latent Subgroup Shifts via Concepts and Proxies AISTATS 2023
On the Complexity of Counterfactual Reasoning IJCAI 2023
SCALE: Causal Learning and Discovery of Robot Manipulation Skills using Simulation CORL 2023
What Went Wrong? Closing the Sim-to-Real Gap via Differentiable Causal Discovery CORL 2023
Invariant Feature Regularization for Fair Face Recognition ICCV 2023
Dense-ATOMIC: Towards Densely-connected ATOMIC with High Knowledge Coverage and Massive Multi-hop Paths ACL 2023
Directed Cyclic Graph for Causal Discovery from Multivariate Functional Data NIPS 2023
Learning Causal Models under Independent Changes NIPS 2023
PPAT: Progressive Graph Pairwise Attention Network for Event Causality Identification IJCAI 2023
Context-Specific Causal Discovery for Categorical Data Using Staged Trees AISTATS 2023
Rank-Based Causal Discovery for Post-Nonlinear Models AISTATS 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information NIPS 2023
CK-Transformer: Commonsense Knowledge Enhanced Transformers for Referring Expression Comprehension EACL 2023
The Hardness of Reasoning about Probabilities and Causality IJCAI 2023
Assumption violations in causal discovery and the robustness of score matching NIPS 2023
Optimal Treatment Regimes for Proximal Causal Learning NIPS 2023
MTGER: Multi-view Temporal Graph Enhanced Temporal Reasoning over Time-Involved Document EMNLP 2023