1. Individual differences in attention control: A meta-analysis and re-analysis of latent variable studies
   2024/05/20 by Nash Unsworth, Ashley L. Miller, Deanna L. Strayer · 1 voice · 5 citations
   Neuroscience · Psychology · #Attentional control #Cognition #Cognitive psychology #Comprehension #Construct (python library) #Control (management) #Developmental psychology #Latent variable #Latent variable model #Meta-analysis #Mind wandering and attention #Neural and Behavioral Psychology Studies #Psychological and Temporal Perspectives Research #Psychology #Self-control #Statistics #Task (project management) #Working memory
2. Additive Decoders for Latent Variables Identification and Cartesian-Product Extrapolation
   2023/07/05 by Sébastien Lachapelle, Divyat Mahajan, Lachapelle, Sébastien +5 · 16 citations
   Computer Science · Mathematics · #Algorithm #Artificial intelligence #Cartesian product #Computer science #Discrete mathematics #Domain Adaptation and Few-Shot Learning #Extrapolation #FOS: Computer and information sciences #Feature learning #Generative Adversarial Networks and Image Synthesis #I.2.6 #I.5.1 #Identifiability #Identification (biology) #Invertible matrix #Latent class model #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine learning #Mathematics #Object (grammar) #Pure mathematics #Representation (politics) #Statistics #Theoretical computer science
3. Democracy, Public Support, and Measurement Uncertainty
   2022/05/05 by YUEHONG ‘CASSANDRA’ TAI, Yuehong Cassandra Tai, YUE HU +3 · 5 citations
   Engineering · Mathematics · Psychology · Social Sciences · #Democracy #Econometrics #Economics #Electoral Systems and Political Participation #Engineering #Latent variable #Law #Mathematics #Moderation #Political science #Politics #Populism, Right-Wing Movements #Positive economics #Psychology #Public economics #Public support #Reciprocal #Social Media and Politics #Social psychology #Statistics #Survey data collection #Variable (mathematics) #Work (physics) #Yield (engineering)
4. A Multilevel Mixture IRT Framework for Modeling Response Times as Predictors or Indicators of Response Engagement in IRT Models
   2021/09/13 by Gabriel Nagy, Esther Ulitzsch · 16 citations
   Mathematics · Psychology · #Behavioral Health and Interventions #Cognitive Abilities and Testing #Computer science #Developmental psychology #Econometrics #Flexibility (engineering) #Item response theory #Latent class model #Latent variable #Latent variable model #Machine learning #Mathematics #Mental Health Research Topics #Multilevel model #Psychology #Psychometrics #Response time #Scale (ratio) #Statistics
5. Parsimonious Bayesian Factor Analysis for modelling latent structures in spectroscopy data
   2021/01/29 by Alessandro Casa, Casa, Alessandro, Tom F. O'Callaghan +4 · 1 citation
   Biochemistry, Genetics and Molecular Biology · Chemistry · Engineering · Mathematics · #Advanced Chemical Sensor Technologies #Animal science #Applications (stat.AP) #Bayesian probability #Biology #Chemistry #Chemometrics #Cluster analysis #Computer science #Curse of dimensionality #Dairy cattle #Econometrics #FOS: Computer and information sciences #Factor analysis #Latent variable #Machine learning #Mathematics #Methodology (stat.ME) #Principal component analysis #Sample (material) #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Chemometric Analyses #Statistics #stat.AP #stat.ME
6. Empirical Identification of Latent Classes in the Assessment of Information Asymmetry and Manipulation in Online Advertising
   2020/10/20 by Katarzyna Sanak-Kosmowska, Jan W. Wiktor · 1 citation
   Social Sciences · Business, Management and Accounting · Psychology · #Digital Marketing and Social Media #Consumer Behavior in Brand Consumption and Identification #Marketing and Advertising Strategies #Latent class model #Identification (biology) #Latent variable #Advertising #Sustainability #Class (philosophy) #Focus (optics) #Online advertising #Psychology #Latent variable model #Marketing #Computer science #Business #Artificial intelligence #Machine learning #The Internet #World Wide Web
7. Latent profile analysis: A review and “how to” guide of its application within vocational behavior research
   2020/05/25 by Daniel Spurk, Andreas Hirschi, Mo Wang +3 · 74 citations
   Business, Management and Accounting · Psychology · Social Sciences · #Applied psychology #Artificial intelligence #Behavioral Health and Interventions #Categorical variable #Computer science #Descriptive statistics #Field (mathematics) #Job Satisfaction and Organizational Behavior #Latent variable #Pedagogy #Population #Psychology #Set (abstract data type) #Social psychology #Sociology #Statistics #Vocational education #Work-Family Balance Challenges
8. Deep Markov Spatio-Temporal Factorization
   2020/03/22 by Amirreza Farnoosh, Farnoosh, Amirreza, Behnaz Rezaei +18 · 1 citation
   Computer Science · Mathematics · #Algorithm #Artificial intelligence #Cluster analysis #Computer science #Curse of dimensionality #FOS: Computer and information sciences #Factor analysis #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Generative grammar #Generative model #Inference #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Markov chain #Pattern recognition (psychology) #Series (stratigraphy) #Time Series Analysis and Forecasting #Time series #cs.LG #stat.ML
9. Dimensions of Religion and Spirituality: A Longitudinal Topic Modeling Approach
   2020/01/30 by Seong‐Hyeon Kim, Narae Lee, Pamela Ebstyne King · 5 citations
   Arts and Humanities · Mathematics · Medicine · Psychology · Social Sciences · #Artificial intelligence #Computer science #Data mining #Epistemology #Information retrieval #Latent variable #Longitudinal data #Longitudinal study #Matching (statistics) #Mathematics #Media, Religion, Digital Communication #Medicine #Philosophy #Popularity #Psychology #Religion and Society Interactions #Religion, Spirituality, and Psychology #Social psychology #Sociology #Spirituality #Statistics #Structural equation modeling #Topic model #Transcendence (philosophy)
10. Learning Latent State Spaces for Planning through Reward Prediction
    2019/12/09 by Aaron Havens, Yi Ouyang, Havens, Aaron +5 · 1 citation
    Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Algorithm #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer science #Construct (python library) #Data Stream Mining Techniques #FOS: Computer and information sciences #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematics #Reinforcement Learning in Robotics #Reinforcement learning #Representation (politics) #Space (punctuation) #State space #State-space representation #cs.AI #cs.LG #stat.ML
11. Deep Variational Semi-Supervised Novelty Detection
    2019/11/12 by Tal Daniel, Daniel, Tal, Thanard Kurutach +3 · 1 citation
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Anomaly detection #Artificial Immune Systems Applications #Artificial intelligence #Autoencoder #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Deep learning #FOS: Computer and information sciences #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Novelty #Novelty detection #Outlier #Pattern recognition (psychology) #Probabilistic logic #Robotics (cs.RO) #Time Series Analysis and Forecasting #Unsupervised learning
12. Evaluation of Variance Inflation Factors in Regression Models Using Latent Variable Modeling Methods
    2018/12/19 by Katerina M. Marcoulides, Tenko Raykov · 45 citations
    Decision Sciences · Mathematics · #Advanced Statistical Methods and Models #Computer science #Econometrics #Economics #Latent variable #Latent variable model #Linear regression #Mathematics #Multicollinearity #Optimal Experimental Design Methods #Polynomial regression #Proper linear model #Regression #Regression analysis #Regression diagnostic #Statistical Methods and Inference #Statistics #Structural equation modeling #Variable (mathematics) #Variance (accounting) #Variance inflation factor
13. A Tale of Three Probabilistic Families: Discriminative, Descriptive and Generative Models
    2018/10/09 by Ying Nian Wu, Ying Wu, Wu, Ying Nian +7 · 1 voice · 1 citation
    Computer Science · Mathematics · Physics and Astronomy · #Artificial intelligence #Classifier (UML) #Computer science #Conditional probability #Conditional probability distribution #Discriminative model #Econometrics #Generative grammar #Generative model #Image and Signal Denoising Methods #Joint probability distribution #Latent variable #Machine learning #Mathematics #Model Reduction and Neural Networks #Neural Networks and Applications #Pattern recognition (psychology) #Probabilistic logic #Probability distribution #Statistical model #Statistics #cs.CV #cs.LG #stat.ML
14. Variational Autoencoder with Implicit Optimal Priors
    2018/09/14 by Hiroshi Takahashi, Tomoharu Iwata, Takahashi, Hiroshi +7 · 4 citations
    Computer Science · Mathematics · #Algorithm #Applied mathematics #Artificial intelligence #Artificial neural network #Autoencoder #Bayesian probability #Computer science #Density estimation #Divergence (linguistics) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian #Generative Adversarial Networks and Image Synthesis #Kullback–Leibler divergence #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical optimization #Mathematics #Music and Audio Processing #Physics #Posterior probability #Prior probability #Probability density function #Regularization (linguistics) #Statistics #cs.LG #stat.ML
15. Counterfactual Normalization: Proactively Addressing Dataset Shift and Improving Reliability Using Causal Mechanisms
    2018/08/09 by Adarsh Subbaswamy, Subbaswamy, Adarsh, Suchi Saria +1 · 1 citation
    Computer Science · Mathematics · Psychology · #Adversarial Robustness in Machine Learning #Bayesian Modeling and Causal Inference #Causal model #Computer science #Counterfactual thinking #Domain (mathematical analysis) #Econometrics #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematics #Normalization (sociology) #Psychology #Reliability (semiconductor) #Statistics #cs.LG #stat.ML
16. Neural Ordinary Differential Equations
    2018/06/19 by Ricky T. Q. Chen, Chen, Ricky T. Q., Yulia Rubanova +5 · 5 voices · 916 citations
    Computer Science · Mathematics · Physics and Astronomy · #Algorithm #Applied mathematics #Artificial intelligence #Artificial neural network #Black box #Computational Physics and Python Applications #Computer science #Constant (computer programming) #Construct (python library) #Continuous modelling #Differential (mechanical device) #Differential equation #Generative Adversarial Networks and Image Synthesis #Latent variable #Mathematical analysis #Mathematical optimization #Mathematics #Model Reduction and Neural Networks #Ode #Ordinary differential equation #Residual #Sequence (biology) #Solver #Variable (mathematics) #cs.AI #cs.LG #stat.ML
17. Stochastic Adversarial Video Prediction
    2018/04/04 by Alex X. Lee, Lee, Alex X., Richard Zhang +9 · 8 citations
    Computer Science · Mathematics · #Adversarial Robustness in Machine Learning #Adversarial system #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Artificial intelligence #Computer Vision and Pattern Recognition (cs.CV) #Computer science #Cover (algebra) #FOS: Computer and information sciences #Futures contract #Generative Adversarial Networks and Image Synthesis #Latent variable #Machine Learning (cs.LG) #Machine learning #Mathematics #Range (aeronautics) #Representation (politics) #Robotics (cs.RO) #Variable (mathematics) #cs.AI #cs.CV #cs.LG #cs.RO
18. Bayesian model selection for the latent position cluster model for Social Networks
    2017/02/01 by Caitríona M. Ryan, Caitriona Ryan, Jason Wyse +4 · 3 citations
    Computer Science · Mathematics · #Artificial intelligence #Bayesian Methods and Mixture Models #Bayesian inference #Bayesian linear regression #Bayesian probability #Computation (stat.CO) #Computer science #Conjugate prior #Expectation–maximization algorithm #FOS: Computer and information sciences #Inference #Latent class model #Latent variable #Latent variable model #Machine learning #Markov chain Monte Carlo #Mathematics #Maximum likelihood #Mixture model #Model selection #Position (finance) #Posterior predictive distribution #Posterior probability #Reversible-jump Markov chain Monte Carlo #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistical model #Statistics #stat.CO
19. Meta-analysis with standardized effect sizes from multilevel and latent growth models.
    2017/01/09 by Alan Feingold · 13 citations
    Chemistry · Decision Sciences · Mathematics · Medicine · Psychology · #Chemistry #Econometrics #Intraclass correlation #Latent variable #MEDLINE #Mathematics #Medicine #Meta-analysis #Meta-analysis and systematic reviews #Multilevel model #Personality Disorders and Psychopathology #PsycINFO #Psychology #Psychometric Methodologies and Testing #Psychometrics #Sample size determination #Standard error #Statistic #Statistics #Structural equation modeling #Variance (accounting)
20. Learning Latent Vector Spaces for Product Search
    2016/08/25 by Christophe Van Gysel, Maarten de Rijke, Evangelos Kanoulas · 2 citations
    Computer Science · #Discriminative model #Feature (linguistics) #Feature vector #Latent variable #Natural Language Processing Techniques #Product (mathematics) #Rank (graph theory) #Relation (database) #Space (punctuation) #Text and Document Classification Technologies #Topic Modeling #Vector space #cs.AI #cs.CL #cs.IR
21. On the inconsistency of ℓ₁-penalised sparse precision matrix estimation
    2016/03/08 by Otte Heinävaara, Janne Leppä-aho, Heinävaara, Otte +5 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · Mathematics · #Algorithm #Applied mathematics #Artificial intelligence #Computation (stat.CO) #Computer science #Consistency (knowledge bases) #Covariance #Covariance matrix #Estimation #FOS: Computer and information sciences #Gene expression and cancer classification #Graphical model #Lasso (programming language) #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical optimization #Mathematics #Matrix (chemical analysis) #Sparse and Compressive Sensing Techniques #Statistical Methods and Inference #Statistics #cs.LG #stat.CO #stat.ML
22. Rich Component Analysis
    2015/07/14 by Rong Ge, James Zou, Ge, Rong +1 · 1 citation
    Computer Science · Mathematics · #Algorithm #Artificial intelligence #Blind Source Separation Techniques #Component (thermodynamics) #Computer science #Data mining #FOS: Computer and information sciences #Independent component analysis #Latent variable #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine learning #Mathematics #Neural Networks and Applications #Set (abstract data type) #Tensor decomposition and applications #Variable (mathematics) #cs.LG #stat.ML
23. DeepWalk
    2014/03/26 by Bryan Perozzi, Rami Al-Rfou, Steven Skiena · 2 voices · 183 citations
    Computer Science · #Advanced Graph Neural Networks #Deep learning #Feature (linguistics) #Feature learning #Feature vector #Latent variable #Natural Language Processing Techniques #Representation (politics) #Statistical learning #Statistical model #Topic Modeling #cs.LG #cs.SI
24. Doubly Latent Multilevel Analyses of Classroom Climate: An Illustration
    2013/08/08 by Alexandre J. S. Morin, Herbert W. Marsh, Benjamin Nagengast +2 · 23 citations
    Mathematics · Psychology · Social Sciences · #Computer science #Construct (python library) #Curse of dimensionality #Early Childhood Education and Development #Econometrics #Educational Environments and Student Outcomes #Latent class model #Latent variable #Latent variable model #Mathematics #Mathematics education #Meaning (existential) #Motivation and Self-Concept in Sports #Multilevel model #Psychology #Social psychology #Statistics #Structural equation modeling #Variable (mathematics)
25. A latent variable Gaussian process model with Pitman–Yor process priors for multiclass classification
    2013/06/11 by Sotirios Chatzis, Sotirios P. Chatzis · 1 citation
    Computer Science · Mathematics · #Algorithm #Artificial intelligence #Bayesian Methods and Mixture Models #Bayesian probability #Computer science #Gaussian #Gaussian Processes and Bayesian Inference #Gaussian process #Latent class model #Latent variable #Latent variable model #Machine learning #Mathematics #Multiclass classification #Pattern recognition (psychology) #Prior probability #Process (computing) #Support vector machine #Target Tracking and Data Fusion in Sensor Networks #Variable (mathematics)
26. Item Response Modeling of Forced-Choice Questionnaires
    2011/05/02 by Anna Brown, Alberto Maydeu‐Olivares, Alberto Maydeu-Olivares · 29 citations
    Computer Science · Decision Sciences · Mathematics · Psychology · #Advanced Statistical Modeling Techniques #Cognitive psychology #Confirmatory factor analysis #Developmental psychology #Dominance (genetics) #Econometrics #Factor analysis #Item response theory #Latent variable #Mathematics #Personality Traits and Psychology #Psychology #Psychometric Methodologies and Testing #Psychometrics #Rating scale #Statistics #Structural equation modeling #Thurstone scale #Two-alternative forced choice
27. Measuring welfare: Latent variable models for happiness and capabilities in the presence of unobservable heterogeneity
    2010/11/20 by Paul Anand, Jaya Krishnakumar, Ngoc Bich Tran · 1 citation
    Economics, Econometrics and Finance · Mathematics · Psychology · Social Sciences · #Allowance (engineering) #Computer science #Econometrics #Economics #Endogeneity #Happiness #Income, Poverty, and Inequality #Index (typography) #Instrumental variable #Labor market dynamics and wage inequality #Latent variable #Life satisfaction #Mathematics #Psychological Well-being and Life Satisfaction #Psychology #Public economics #Respondent #Social psychology #Statistics #Unobservable #Variable (mathematics) #Weighting #Welfare
28. 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
29. What's in a Taxon?
    2004/02/01 by Paul E. Meehl · 1 citation
    Arts and Humanities · Agricultural and Biological Sciences · Psychology · Mathematics · #Philosophy and History of Science #Sensory Analysis and Statistical Methods #Mental Health Research Topics #Psychology #Meaning (existential) #Latent variable #Latent class model #Formalism (music) #Cognitive psychology #Social psychology #Epistemology #Mathematics #Statistics #Philosophy
30. The Unity and Diversity of Executive Functions and Their Contributions to Complex “Frontal Lobe” Tasks: A Latent Variable Analysis
    2000/08/01 by Akira Miyake, Naomi P. Friedman, Michael J. Emerson +4 · 311 citations
    Mathematics · Neuroscience · Psychology · #Artificial intelligence #Cognition #Cognitive Abilities and Testing #Cognitive and developmental aspects of mathematical skills #Cognitive flexibility #Cognitive psychology #Computer science #Confirmatory factor analysis #Developmental psychology #Executive functions #Frontal lobe #Latent inhibition #Latent variable #Machine learning #Mathematics #Neural and Behavioral Psychology Studies #Neuropsychology #Neuroscience #Psychology #Set (abstract data type) #Statistics #Structural equation modeling #Task switching #Wisconsin Card Sorting Test

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