Search Results for author: Louis Tiao

Found 2 papers, 2 papers with code

Batch Bayesian optimisation via density-ratio estimation with guarantees

1 code implementation22 Sep 2022 Rafael Oliveira, Louis Tiao, Fabio Ramos

Bayesian optimisation (BO) algorithms have shown remarkable success in applications involving expensive black-box functions.

Bayesian Inference Bayesian Optimisation +2

Variational Inference for Graph Convolutional Networks in the Absence of Graph Data and Adversarial Settings

1 code implementation NeurIPS 2020 Pantelis Elinas, Edwin V. Bonilla, Louis Tiao

We propose a framework that lifts the capabilities of graph convolutional networks (GCNs) to scenarios where no input graph is given and increases their robustness to adversarial attacks.

Bayesian Inference General Classification +1

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