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variational em

12 papers

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Co-occurring keywords

variational inference (2069) latent variable model (564) em algorithm (71) point process (109) expectation maximization (255) bayesian inference (1907) wake-sleep algorithm (8) neural connectivity (6) sensory stimuli (1) scene categorization (7)

Papers

Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic AAAI 2021
Tweedie-Hawkes Processes: Interpreting the Phenomena of Outbreaks AAAI 2020
GMNN: Graph Markov Neural Networks ICML 2019
Can clustering scale sublinearly with its clusters? A variational EM acceleration of GMMs and k-means AISTATS 2018
Efficient Occlusive Components Analysis JMLR 2014
Fast Large-scale Mixture Modeling with Component-specific Data Partitions NIPS 2010
Large Margin Learning of Upstream Scene Understanding Models NIPS 2010
Variational bounds for mixed-data factor analysis NIPS 2010
Correlated Bigram LSA for Unsupervised Language Model Adaptation NIPS 2008
Logistic Normal Priors for Unsupervised Probabilistic Grammar Induction NIPS 2008
Neural characterization in partially observed populations of spiking neurons NIPS 2007
Convergence Theorems for Generalized Alternating Minimization Procedures JMLR 2005