Search Results for author: Eliezer de Souza da Silva

Found 3 papers, 2 papers with code

Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching

2 code implementations27 Oct 2019 Eliezer de Souza da Silva, Tomasz Kuśmierczyk, Marcelo Hartmann, Arto Klami

The behavior of many Bayesian models used in machine learning critically depends on the choice of prior distributions, controlled by some hyperparameters that are typically selected by Bayesian optimization or cross-validation.

Bayesian Optimization Hyperparameter Optimization +1

Augmented Memory Networks for Streaming-Based Active One-Shot Learning

no code implementations4 Sep 2019 Andreas Kvistad, Massimiliano Ruocco, Eliezer de Souza da Silva, Erlend Aune

In stream-based AL, observations are continuously made available to the learner that have to decide whether to request a label or to make a prediction.

Active Learning One-Shot Learning +2

Cannot find the paper you are looking for? You can Submit a new open access paper.