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causal inference

1619 papers

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Also known as

ITE IDA SCM CI CATE

Co-occurring keywords

causal discovery (459) structural causal model (182) treatment effect (134) graphical model (863) counterfactual reasoning (224) representation learning (6174) observational datum (109) domain generalization (1517) causal effect (107) causal graph (137)

Papers

FairReFuse: Referee-Guided Fusion for Multi-Modal Causal Fairness in Depression Detection IJCAI 2024
Qualitative Mechanism Independence NIPS 2024
Amortized Active Causal Induction with Deep Reinforcement Learning NIPS 2024
The Causal Impact of Credit Lines on Spending Distributions AAAI 2024
Hidden yet quantifiable: A lower bound for confounding strength using randomized trials AISTATS 2024
Faithful graphical representations of local independence AISTATS 2024
DINER: Debiasing Aspect-based Sentiment Analysis with Multi-variable Causal Inference ACL 2024
Discovering Heterogeneous Causal Effects in Relational Data AAAI 2024
DeCoT: Debiasing Chain-of-Thought for Knowledge-Intensive Tasks in Large Language Models via Causal Intervention ACL 2024
Reasoning about Causality in Games (Abstract Reprint) AAAI 2024
Learning Fair Policies for Multi-Stage Selection Problems from Observational Data AAAI 2024
Sparse Graphical Linear Dynamical Systems JMLR 2024
Causal-Guided Active Learning for Debiasing Large Language Models ACL 2024
s-ID: Causal Effect Identification in a Sub-population AAAI 2024
On Causality in Domain Adaptation and Semi-Supervised Learning: an Information-Theoretic Analysis for Parametric Models JMLR 2024
Identifiability of Direct Effects from Summary Causal Graphs AAAI 2024
Fast Proxy Experiment Design for Causal Effect Identification NIPS 2024
Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024
Causal Mode Multiplexer: A Novel Framework for Unbiased Multispectral Pedestrian Detection CVPR 2024
Causal ATE Mitigates Unintended Bias in Controlled Text Generation CONLL 2024
Stage-Aware Learning for Dynamic Treatments JMLR 2024
Responsibility in Extensive Form Games AAAI 2024
Underspecification in Language Modeling Tasks: A Causality-Informed Study of Gendered Pronoun Resolution AAAI 2024
On Doubly Robust Inference for Double Machine Learning in Semiparametric Regression JMLR 2024
A Kernel Test for Causal Association via Noise Contrastive Backdoor Adjustment JMLR 2024