Efficient Mixture Learning in Black-Box Variational Inference

Alexandra Hotti; Oskar Kviman; Ricky Molén; Vı́ctor Elvira; Jens Lagergren

2024 ICML ICML 2024

Efficient Mixture Learning in Black-Box Variational Inference

Abstract

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Authors

Alexandra Hotti, Oskar Kviman, Ricky Molén, Vı́ctor Elvira, Jens Lagergren

Topics

Machine Learning > Optimization & Theory > Bayesian Inference Deep Learning > Techniques > Model Architecture

Keywords

variational autoencoder evidence lower bound black-box variational inference one-hot encoding multiple importance sampling mixture variational distributions

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