Bin Xin Ru

13 papers A* 5Journal 8
YearRankTypeTitle / Venue / Authors
2021 A* conf
Interpretable Neural Architecture Search via Bayesian Optimisation with Weisfeiler-Lehman Kernels.
ICLR
Bin Xin Ru, Xingchen Wan, Xiaowen Dong, Michael A. Osborne
2021 A* conf
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces.
ICML
Xingchen Wan, Vu Nguyen, Huong Ha, Bin Xin Ru, Cong Lu, Michael A. Osborne
2021 J jnl
Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces.
CoRR
Xingchen Wan, Vu Nguyen, Huong Ha, Bin Xin Ru, Cong Lu, Michael A. Osborne
2020 A* conf
Bayesian Optimisation over Multiple Continuous and Categorical Inputs.
ICML
Bin Xin Ru, Ahsan S. Alvi, Vu Nguyen, Michael A. Osborne, Stephen J. Roberts
2020 J jnl
Neural Architecture Search using Bayesian Optimisation with Weisfeiler-Lehman Kernel.
CoRR
Bin Xin Ru, Xingchen Wan, Xiaowen Dong, Michael A. Osborne
2019 A* conf
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation.
ICML
Ahsan S. Alvi, Bin Xin Ru, Jan-Peter Calliess, Stephen J. Roberts, Michael A. Osborne
2019 J jnl
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation.
CoRR
Ahsan S. Alvi, Bin Xin Ru, Jan Calliess, Stephen J. Roberts, Michael A. Osborne
2019 J jnl
Bayesian Optimisation over Multiple Continuous and Categorical Inputs.
CoRR
Bin Xin Ru, Ahsan S. Alvi, Vu Nguyen, Michael A. Osborne, Stephen J. Roberts
2019 J jnl
MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning.
CoRR
Diego Granziol, Bin Xin Ru, Stefan Zohren, Xiaowen Dong, Michael A. Osborne, Stephen J. Roberts
2019 J jnl
MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning.
Entropy
Diego Granziol, Bin Xin Ru, Stefan Zohren, Xiaowen Dong, Michael A. Osborne, Stephen J. Roberts
2018 J jnl
Entropic Spectral Learning in Large Scale Networks.
CoRR
Diego Granziol, Bin Xin Ru, Stefan Zohren, Xiaowen Dong, Michael A. Osborne, Stephen J. Roberts
2018 A* conf
Fast Information-theoretic Bayesian Optimisation.
ICML
Bin Xin Ru, Mark McLeod, Diego Granziol, Michael A. Osborne
2018 J jnl
VBALD - Variational Bayesian Approximation of Log Determinants.
CoRR
Diego Granziol, Edward Wagstaff, Bin Xin Ru, Michael A. Osborne, Stephen J. Roberts