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Causal Inference

3310 directly classified papers

Papers per year

Papers

Causal Inference with Non-IID Data using Linear Graphical Models NIPS 2022
Improving Multi-Task Generalization via Regularizing Spurious Correlation NIPS 2022
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge NIPS 2022
ZeroC: A Neuro-Symbolic Model for Zero-shot Concept Recognition and Acquisition at Inference Time NIPS 2022
When Does Group Invariant Learning Survive Spurious Correlations? NIPS 2022
Falsification before Extrapolation in Causal Effect Estimation NIPS 2022
A Theoretical Study on Solving Continual Learning NIPS 2022
Debiased Machine Learning without Sample-Splitting for Stable Estimators NIPS 2022
Out-of-Distribution Generalization With Causal Invariant Transformations CVPR 2022
EI-CLIP: Entity-Aware Interventional Contrastive Learning for E-Commerce Cross-Modal Retrieval CVPR 2022
Invariant Grounding for Video Question Answering CVPR 2022
Structure-Aware Flow Generation for Human Body Reshaping CVPR 2022
Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets CVPR 2022
Decomposing Natural Logic Inferences for Neural NLI EMNLP 2022
CausalNLP Tutorial: An Introduction to Causality for Natural Language Processing EMNLP 2022
Distilling Causal Effect from Miscellaneous Other-Class for Continual Named Entity Recognition EMNLP 2022
Understanding Interpersonal Conflict Types and their Impact on Perception Classification EMNLP 2022
Experiencer-Specific Emotion and Appraisal Prediction EMNLP 2022
Accelerating the Discovery of Semantic Associations from Medical Literature: Mining Relations Between Diseases and Symptoms EMNLP 2022
Boosting Document-Level Relation Extraction by Mining and Injecting Logical Rules EMNLP 2022
CEM: Machine-Human Chatting Handoff via Causal-Enhance Module EMNLP 2022
CSECU-DSG @ Causal News Corpus 2022: Fusion of RoBERTa Transformers Variants for Causal Event Classification EMNLP 2022
A Distance Covariance-based Kernel for Nonlinear Causal Clustering in Heterogeneous Populations CLEAR 2022
Equality Constraints in Linear Hawkes Processes CLEAR 2022
Differentially Private Estimation of Heterogeneous Causal Effects CLEAR 2022