Search Results for author: Santiago Benoit

Found 2 papers, 0 papers with code

Relay Variational Inference: A Method for Accelerated Encoderless VI

no code implementations26 Oct 2021 Amir Zadeh, Santiago Benoit, Louis-Philippe Morency

We find RVI to be a unique tool, often superior in both performance and convergence speed to previously proposed encoderless as well as amortized VI models (e. g. VAE).

Imputation Variational Inference

StarNet: Gradient-free Training of Deep Generative Models using Determined System of Linear Equations

no code implementations3 Jan 2021 Amir Zadeh, Santiago Benoit, Louis-Philippe Morency

In this paper we present an approach for training deep generative models solely based on solving determined systems of linear equations.

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