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black-box inference

9 papers

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variational inference (2069) black-box variational inference (9) latent variable model (564) gaussian process (1200) gradient-based optimization (192) stochastic optimization (1060) score function estimator (5) lipschitz smoothness (4) location-scale family (1) stochastic natural gradient (2)

Papers

Joint control variate for faster black-box variational inference AISTATS 2024
Marginalized Stochastic Natural Gradients for Black-Box Variational Inference ICML 2021
Advances in Black-Box VI: Normalizing Flows, Importance Weighting, and Optimization NIPS 2020
Provable Smoothness Guarantees for Black-Box Variational Inference ICML 2020
Generic Inference in Latent Gaussian Process Models JMLR 2019
Black-Box Variational Inference for Stochastic Differential Equations ICML 2018
Variational Inference via $\chi$ Upper Bound Minimization NIPS 2017
Fast Black-box Variational Inference through Stochastic Trust-Region Optimization NIPS 2017
Automated Variational Inference for Gaussian Process Models NIPS 2014