Think Global and Act Local: Bayesian Optimisation over High-Dimensional Categorical and Mixed Search Spaces
Wan, Xingchen, Nguyen, Vu, Ha, Huong, Ru, Binxin, Lu, Cong, Osborne, Michael A
Year of Publication 14.02.2021
Year of Publication 14.02.2021
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Journal Article
Bayesian Quadrature for Neural Ensemble Search
Saad Hamid, Wan, Xingchen, Jørgensen, Martin, Binxin Ru, Osborne, Michael
Published in arXiv.org (17.03.2023)
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Published in arXiv.org (17.03.2023)
Paper
Speedy Performance Estimation for Neural Architecture Search
Ru, Binxin, Lyle, Clare, Schut, Lisa, Fil, Miroslav, van der Wilk, Mark, Gal, Yarin
Year of Publication 08.06.2020
Year of Publication 08.06.2020
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Journal Article
Bayesian Optimisation of Functions on Graphs
Wan, Xingchen, Osselin, Pierre, Kenlay, Henry, Binxin Ru, Osborne, Michael A, Dong, Xiaowen
Published in arXiv.org (29.10.2023)
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Published in arXiv.org (29.10.2023)
Paper
Bayesian Optimisation over Multiple Continuous and Categorical Inputs
Ru, Binxin, Alvi, Ahsan S, Nguyen, Vu, Osborne, Michael A, Roberts, Stephen J
Year of Publication 20.06.2019
Year of Publication 20.06.2019
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Journal Article
Asynchronous Batch Bayesian Optimisation with Improved Local Penalisation
Alvi, Ahsan S, Ru, Binxin, Calliess, Jan, Roberts, Stephen J, Osborne, Michael A
Year of Publication 29.01.2019
Year of Publication 29.01.2019
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Journal Article
Neural Architecture Search: Insights from 1000 Papers
White, Colin, Safari, Mahmoud, Sukthanker, Rhea, Binxin Ru, Elsken, Thomas, Arber Zela, Dey, Debadeepta, Hutter, Frank
Published in arXiv.org (25.01.2023)
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Published in arXiv.org (25.01.2023)
Paper
Entropic Spectral Learning for Large-Scale Graphs
Granziol, Diego, Ru, Binxin, Zohren, Stefan, Dong, Xiaowen, Osborne, Michael, Roberts, Stephen
Year of Publication 18.04.2018
Year of Publication 18.04.2018
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Journal Article
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"
Zhao, Junbo, Ning, Xuefei, Liu, Enshu, Binxin Ru, Zhou, Zixuan, Zhao, Tianchen, Chen, Chen, Zhang, Jiajin, Liao, Qingmin, Wang, Yu
Published in arXiv.org (02.02.2023)
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Published in arXiv.org (02.02.2023)
Paper
Learning to Identify Top Elo Ratings: A Dueling Bandits Approach
Xue, Yan, Du, Yali, Binxin Ru, Wang, Jun, Zhang, Haifeng, Chen, Xu
Published in arXiv.org (20.01.2022)
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Published in arXiv.org (20.01.2022)
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