- Linking neural manifolds to circuit structure in recurrent networks
2026/03/06 by Louis Pezon, Valentin Schmutz, Wulfram Gerstner · 2 voices · 2 citations
Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #Artificial neural network #Biological neural network #Causal structure #Neural Networks Stability and Synchronization #Neural dynamics and brain function #Pattern recognition (psychology) #Topology (electrical circuits)
- Judgments of Responsibility for Inequality: A Framework and Review
2026/01/01 by Casey Lewry, Tania Lombrozo · 2 voices
Neuroscience · Psychology · Social Sciences · #Affect (linguistics) #Causal structure #Cognition #Cultural Differences and Values #Inequality #Motivated reasoning #Obligation #Outcome (game theory) #Psychological research #Psychology of Moral and Emotional Judgment #Social and Intergroup Psychology
- A causal framework for the drivers of animal social network structure
2025/09/08 by Ben Kawam, Julia Ostner, Richard McElreath +2 · 1 voice · 2 citations
Agricultural and Biological Sciences · Psychology · Social Sciences · #Animal Behavior and Reproduction #Bayesian network #Bayesian probability #Causal inference #Causal model #Causal structure #Estimator #Evolutionary Game Theory and Cooperation #Inference #Primate Behavior and Ecology #Set (abstract data type) #Statistical inference #Workflow
- Characterizing signalling: connections between causal inference and space-time geometry
2024/03/01 by Maarten Grothus, Grothus, Maarten, V. Vilasini +1 · 2 citations
Computer Science · Mathematics · Medicine · Physics and Astronomy · #Abstraction #Artificial intelligence #Biofield Effects and Biophysics #Causal inference #Causal structure #Causality (physics) #Computer science #Econometrics #Embedding #Epistemology #Geometry #Inference #Mathematics #Minkowski space #Physics #Property (philosophy) #Quantum Mechanics and Applications #Space (punctuation) #Spacetime #Theoretical computer science #Topological and Geometric Data Analysis
- Quantum particle localization observables on Cauchy surfaces of Minkowski spacetime and their causal properties
2024/02/21 by Carmine De Rosa, Valter Moretti · 1 voice
Mathematics · Physics and Astronomy · #Cauchy distribution #Causal structure #Classical mechanics #Geometric Analysis and Curvature Flows #Mathematical analysis #Mathematical physics #Mathematics #Minkowski space #Observable #Particle (ecology) #Physics #Quantum #Quantum Mechanics and Applications #Quantum mechanics #Spacetime #Theoretical physics #advanced mathematical theories #hep-th #math-ph #quant-ph
- Causal inference with misspecified exposure mappings: separating definitions and assumptions
2023/03/16 by F Sävje, Fredrik Sävje · 3 citations
Computer Science · Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Bayesian Modeling and Causal Inference #Causal inference #Causal model #Causal structure #Computer science #Econometrics #Inference #Mathematics #Statistical Methods and Inference #Statistics
- Causal Explanations for Sequential Decision-Making in Multi-Agent Systems
2023/02/21 by Bálint Gyevnár, Gyevnar, Balint, Cheng Wang +7 · 5 citations
Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Artificial intelligence #Bayesian Modeling and Causal Inference #Causal structure #Causality (physics) #Computer science #Computer security #Counterfactual thinking #Economics #Epistemology #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #I.2.9 #Probabilistic logic #Psychology #Quality (philosophy) #Robotics (cs.RO) #Salient #Social psychology #Task (project management) #Topic Modeling #Trustworthiness
- Estimating Categorical Counterfactuals via Deep Twin Networks
2021/09/04 by Athanasios Vlontzos, Vlontzos, Athanasios, Bernhard Kainz +3 · 1 voice · 3 citations
Computer Science · Mathematics · Psychology · #Artificial intelligence #Bayesian Modeling and Causal Inference #Categorical variable #Causal inference #Causal model #Causal structure #Computer science #Counterfactual conditional #Counterfactual thinking #Econometrics #Explainable Artificial Intelligence (XAI) #Inference #Machine learning #Mathematics #Psychology #Social psychology #Statistics
- Intervention Efficient Algorithms for Approximate Learning of Causal Graphs
2020/12/27 by Raghavendra Addanki, Addanki, Raghavendra, Andrew McGregor +3 · 1 citation
Computer Science · Mathematics · #Algorithm #Approximation algorithm #Artificial intelligence #Bayesian Modeling and Causal Inference #Causal structure #Computer science #Conditional independence #Data Structures and Algorithms (cs.DS) #Discrete mathematics #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Graph #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Mathematical optimization #Mathematics #Property testing #Set (abstract data type) #Theoretical computer science #cs.DS #cs.LG #stat.ML
- Reinforcement Learning of Causal Variables Using Mediation Analysis
2020/10/29 by Tue Herlau, Herlau, Tue, Rasmus Larsen +1 · 1 citation
Computer Science · Mathematics · #68T05 #Artificial intelligence #Causal model #Causal structure #Causality (physics) #Computer science #FOS: Computer and information sciences #Generalization #Graph #I.2.6 #Machine Learning (cs.LG) #Machine learning #Mathematics #Mediation #Mobile Crowdsensing and Crowdsourcing #Reinforcement learning #Theoretical computer science
- Causal Inference and Data Fusion in Econometrics
2019/12/19 by Paul Hünermund, Hünermund, Paul, Elias Bareinboim +1 · 4 voices · 10 citations
Economics, Econometrics and Finance · Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Causal inference #Causal model #Causal structure #Causality (physics) #Computer science #Econometrics #Economics #Generality #Identification (biology) #Inference #Leverage (statistics) #Machine learning #Mathematics #Nonparametric statistics #econ.EM
- Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies
2011/11/01 by KOSUKE IMAI, Kosuke Imai, LUKE KEELE +5 · 130 citations
Mathematics · Psychology · Social Sciences · #Advanced Causal Inference Techniques #Causal analysis #Causal inference #Causal model #Causal structure #Causality (physics) #Computer science #Econometrics #Framing (construction) #Marginal structural model #Mathematics #Mediation #Observational study #Psychology #Qualitative Comparative Analysis Research #Set (abstract data type) #Sociology #Statistics #Survey Sampling and Estimation Techniques #Unpacking
- Top-down causation and emergence: some comments on mechanisms
2011/09/29 by George Ellis · 2 citations
Computer Science · Arts and Humanities · #Cognitive Science and Mapping #Philosophy and History of Science #Computability, Logic, AI Algorithms #Causation #Computer science #Context (archaeology) #Top-down and bottom-up design #Causal structure #Hierarchy #Epistemology #Political science
- An Introduction to Causal Inference
2010/02/26 by Judea Pearl · 1 citation
Computer Science · Mathematics · Social Sciences · #Bayesian Modeling and Causal Inference #Advanced Causal Inference Techniques #Qualitative Comparative Analysis Research #Counterfactual conditional #Counterfactual thinking #Causal inference #Causation #Causality (physics) #Causal model #Computer science #Causal structure #Econometrics #Mediation #Outcome (game theory) #Data science #Epistemology #Mathematics #Mathematical economics #Statistics #Sociology
- Context and Causal Mechanisms in Political Analysis
2009/04/21 by Tulia G. Falleti, Julia F. Lynch, Julia Lynch · 34 citations
Psychology · Social Sciences · #Argument (complex analysis) #Causal analysis #Causal inference #Causal model #Causal structure #Causality (physics) #Causation #Computer science #Context (archaeology) #Econometrics #Economics #Electoral Systems and Political Participation #Epistemology #Meaning (existential) #Outcome (game theory) #Policy Transfer and Learning #Political science #Politics #Positive economics #Psychology #Scope (computer science) #Social Policy and Reform Studies #Social psychology
- On the completeness of orientation rules for causal discovery in the presence of latent confounders and selection bias
2008/08/15 by Jiji Zhang · 99 citations
Computer Science · Mathematics · #AI-based Problem Solving and Planning #Artificial intelligence #Bayesian Modeling and Causal Inference #Causal model #Causal structure #Completeness (order theory) #Computer science #Conditional independence #Confounding #Data Mining Algorithms and Applications #Graph #Independence (probability theory) #Latent variable #Machine learning #Mathematics #Probabilistic logic #Selection (genetic algorithm) #Selection bias #Statistics #Theoretical computer science
- Bayesian Networks
2007/12/14 by Irad Ben‐Gal · 1 citation
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Bayesian network #Directed acyclic graph #Class (philosophy) #Computer science #Probabilistic logic #Representation (politics) #Causal model #Bayesian probability #Artificial intelligence #Theoretical computer science #Causal structure #Machine learning #Mathematics #Algorithm #Statistics
- STRONGLY HYPERBOLIC SYSTEMS IN GENERAL RELATIVITY
2004/03/01 by Oscar Reula, OSCAR A. REULA · 1 citation
Engineering · Mathematics · Physics and Astronomy · #Causal structure #Causality (physics) #Computational Fluid Dynamics and Aerodynamics #Covariant transformation #General relativity #Hyperbolic space #Navier-Stokes equation solutions #Nonlinear Partial Differential Equations #Order (exchange) #Relevance (law) #Space (punctuation) #Spacetime #gr-qc