Bin Xin Ru

According to our database¹, Bin Xin Ru authored at least 9 papers between 2018 and 2021.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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Bibliography

2021

Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces.

[BibT_eX]

[DOI]

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

Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel.

[BibT_eX]

[DOI]

CoRR, 2020

Bayesian Optimisation over Multiple Continuous and Categorical Inputs.

[BibT_eX]

[DOI]

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning.

[BibT_eX]

[DOI]

Entropy, 2019

Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation.

[BibT_eX]

[DOI]

Proceedings of the 36th International Conference on Machine Learning, 2019

2018

Entropic Spectral Learning in Large Scale Networks.

[BibT_eX]

[DOI]

CoRR, 2018

VBALD - Variational Bayesian Approximation of Log Determinants.

[BibT_eX]

[DOI]

CoRR, 2018

Fast Information-theoretic Bayesian Optimisation.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Bin Xin Ru

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