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factor analysis

61 papers

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FA

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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

Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings NIPS 2020
Generalized probabilistic principal component analysis of correlated data JMLR 2020
Efficient Non-conjugate Gaussian Process Factor Models for Spike Count Data using Polynomial Approximations ICML 2020
Non-reversible Gaussian processes for identifying latent dynamical structure in neural data NIPS 2020
Multilingual Factor Analysis ACL 2019
Random Function Priors for Correlation Modeling ICML 2019
Speaker Adaptation for Lip-Reading Using Visual Identity Vectors INTERSPEECH 2019
Supervised I-vector Modeling - Theory and Applications INTERSPEECH 2018
Cross-lingual Speech Emotion Recognition through Factor Analysis INTERSPEECH 2018
Obtaining Reliable Human Ratings of Valence, Arousal, and Dominance for 20,000 English Words ACL 2018
Factor Analysis on a Graph AISTATS 2018
Cross-Spectral Factor Analysis NIPS 2017
Certifiably Optimal Low Rank Factor Analysis JMLR 2017
VCV Synthesis Using Task Dynamics to Animate a Factor-Based Articulatory Model INTERSPEECH 2017
Towards Speaker Characterization: Identifying and Predicting Dimensions of Person Attribution INTERSPEECH 2017
Test-Retest Repeatability of Articulatory Strategies Using Real-Time Magnetic Resonance Imaging INTERSPEECH 2017
Factor Analysis Based Speaker Verification Using ASR INTERSPEECH 2016
Factor Analysis Based Speaker Normalisation for Continuous Emotion Prediction INTERSPEECH 2016
Infinite Factorial Dynamical Model NIPS 2015
Non-Gaussian Discriminative Factor Models via the Max-Margin Rank-Likelihood ICML 2015
A Non-parametric Conditional Factor Regression Model for Multi-Dimensional Input and Response AISTATS 2014
Clustered factor analysis of multineuronal spike data NIPS 2014
Biclustering Using Message Passing NIPS 2014
Expectation Propagation for Likelihoods Depending on an Inner Product of Two Multivariate Random Variables AISTATS 2014
Discovering Hidden Variables in Noisy-Or Networks using Quartet Tests NIPS 2013