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factor analysis

61 papers

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EFA FA

Co-occurring keywords

latent variable model (564) variational inference (2069) dimensionality reduction (720) bayesian inference (1904) gaussian process (1198) large language model (12755) bayesian nonparametric (137) latent factor model (50) latent variable (541) latent factor (49)

Papers

Tensor Analyzers ICML 2013
Probabilistic Principal Geodesic Analysis NIPS 2013
Latent Coincidence Analysis: A Hidden Variable Model for Distance Metric Learning NIPS 2012
A nonparametric variable clustering model NIPS 2012
Variational bounds for mixed-data factor analysis NIPS 2010
Inference of Sparse Networks with Unobserved Variables. Application to Gene Regulatory Networks AISTATS 2010
Approximate Riemannian Conjugate Gradient Learning for Fixed-Form Variational Bayes JMLR 2010
Variational Gaussian-process factor analysis for modeling spatio-temporal data NIPS 2009
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity NIPS 2008
The Infinite Hierarchical Factor Regression Model NIPS 2008
Bilinear Discriminant Component Analysis JMLR 2007