Louis C. Tiao

According to our database, Louis C. Tiao authored at least 7 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Spherical Inducing Features for Orthogonally-Decoupled Gaussian Processes.

Louis C. Tiao, Vincent Dutordoir, Victor Picheny

Proceedings of the International Conference on Machine Learning, 2023

2022

Batch Bayesian optimisation via density-ratio estimation with guarantees.

Rafael Oliveira, Louis C. Tiao, Fabio T. Ramos

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

BORE: Bayesian Optimization by Density-Ratio Estimation.

Louis C. Tiao, Aaron Klein, Matthias W. Seeger, Edwin V. Bonilla, Cédric Archambeau, Fabio Ramos

Proceedings of the 38th International Conference on Machine Learning, 2021

2020

Model-based Asynchronous Hyperparameter Optimization.

Louis C. Tiao, Aaron Klein, Cédric Archambeau, Matthias W. Seeger

CoRR, 2020

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

Pantelis Elinas, Edwin V. Bonilla, Louis C. Tiao

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Variational Spectral Graph Convolutional Networks.

Louis C. Tiao, Pantelis Elinas, Harrison Nguyen, Edwin V. Bonilla

CoRR, 2019

2018

Cycle-Consistent Adversarial Learning as Approximate Bayesian Inference.

Louis C. Tiao, Edwin V. Bonilla, Fabio Ramos

CoRR, 2018