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Causal Inference

3310 directly classified papers

Papers per year

Papers

Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction IJCAI 2024

Situation-Dependent Causal Influence-Based Cooperative Multi-Agent Reinforcement Learning AAAI 2024

PHSIC against Random Consistency and Its Application in Causal Inference IJCAI 2024

Using Causal Inference to Investigate Contraceptive Discontinuation in Sub-Saharan Africa IJCAI 2024

Estimating Conditional Average Treatment Effects via Sufficient Representation Learning IJCAI 2024

KDDC: Knowledge-Driven Disentangled Causal Metric Learning for Pre-Travel Out-of-Town Recommendation IJCAI 2024

Solving Satisfiability Modulo Counting for Symbolic and Statistical AI Integration with Provable Guarantees AAAI 2024

Causal vs. Anticausal merging of predictors NIPS 2024

MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning NIPS 2024

Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching AAAI 2024

Boosting Efficiency in Task-Agnostic Exploration through Causal Knowledge IJCAI 2024

Information-Theoretic Opacity-Enforcement in Markov Decision Processes IJCAI 2024

In Pursuit of Causal Label Correlations for Multi-label Image Recognition NIPS 2024

Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media NAACL 2024

Optimization Under Epistemic Uncertainty Using Prediction IJCAI 2024

What’s wrong with your model? A Quantitative Analysis of Relation Classification NAACL 2024

KCLab at Chemotimelines 2024: End-to-end system for chemotherapy timeline extraction – Subtask2 NAACL 2024

QWO: Speeding Up Permutation-Based Causal Discovery in LiGAMs NIPS 2024

More than Just Statistical Recurrence: Human and Machine Unsupervised Learning of Māori Word Segmentation across Morphological Processes NAACL 2024

A Bayesian Quantification of Aporophobia and the Aggravating Effect of Low–Wealth Contexts on Stigmatization NAACL 2024

CausalStock: Deep End-to-end Causal Discovery for News-driven Multi-stock Movement Prediction NIPS 2024

What Causes the Failure of Explicit to Implicit Discourse Relation Recognition? NAACL 2024

COLD: Causal reasOning in cLosed Daily activities NIPS 2024

Fact Checking Beyond Training Set NAACL 2024

On the Way to Gentle AI Counselor: Politeness Cause Elicitation and Intensity Tagging in Code-mixed Hinglish Conversations for Social Good NAACL 2024