Maximum Entropy Approach to Massive Graph Spectrum Learning with Applications
Granziol, Diego, Ru, Binxin, Dong, Xiaowen, Zohren, Stefan, Osborne, Michael, Roberts, Stephen
Published in Algorithms (15.06.2022)
Published in Algorithms (15.06.2022)
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Journal Article
MEMe: An Accurate Maximum Entropy Method for Efficient Approximations in Large-Scale Machine Learning
Granziol, Diego, Binxin Ru, Zohren, Stefan, Doing, Xiaowen, Osborne, Michael, Roberts, Stephen
Published in arXiv.org (03.06.2019)
Published in arXiv.org (03.06.2019)
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Paper
Journal Article
Approximate Neural Architecture Search via Operation Distribution Learning
Wan, Xingchen, Ru, Binxin, Esparanca, Pedro M., Carlucci, Fabio M.
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
Published in 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (01.01.2022)
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Conference Proceeding
Bayesian Quadrature for Neural Ensemble Search
Hamid, Saad, Wan, Xingchen, Jørgensen, Martin, Ru, Binxin, Osborne, Michael
Year of Publication 15.03.2023
Year of Publication 15.03.2023
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Journal Article
Bayesian Optimisation of Functions on Graphs
Wan, Xingchen, Osselin, Pierre, Kenlay, Henry, Ru, Binxin, Osborne, Michael A, Dong, Xiaowen
Year of Publication 08.06.2023
Year of Publication 08.06.2023
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Journal Article
Neural Architecture Search: Insights from 1000 Papers
White, Colin, Safari, Mahmoud, Sukthanker, Rhea, Ru, Binxin, Elsken, Thomas, Zela, Arber, Dey, Debadeepta, Hutter, Frank
Year of Publication 20.01.2023
Year of Publication 20.01.2023
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Journal Article
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
Schrodi, Simon, Stoll, Danny, Ru, Binxin, Sukthanker, Rhea, Brox, Thomas, Hutter, Frank
Year of Publication 03.11.2022
Year of Publication 03.11.2022
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Journal Article
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"
Zhao, Junbo, Ning, Xuefei, Liu, Enshu, Ru, Binxin, Zhou, Zixuan, Zhao, Tianchen, Chen, Chen, Zhang, Jiajin, Liao, Qingmin, Wang, Yu
Year of Publication 02.02.2023
Year of Publication 02.02.2023
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Journal Article
AUTOKD: Automatic Knowledge Distillation Into A Student Architecture Family
Eyono, Roy Henha, Carlucci, Fabio Maria, Esperança, Pedro M, Ru, Binxin, Torr, Phillip
Year of Publication 05.11.2021
Year of Publication 05.11.2021
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Journal Article
Adversarial Attacks on Graph Classification via Bayesian Optimisation
Wan, Xingchen, Kenlay, Henry, Ru, Binxin, Blaas, Arno, Osborne, Michael A, Dong, Xiaowen
Year of Publication 04.11.2021
Year of Publication 04.11.2021
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Journal Article
DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture
Zhou, Kaichen, Hong, Lanqing, Hu, Shoukang, Zhou, Fengwei, Ru, Binxin, Feng, Jiashi, Li, Zhenguo
Year of Publication 13.09.2021
Year of Publication 13.09.2021
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Journal Article
Bayesian Generational Population-Based Training
Wan, Xingchen, Lu, Cong, Parker-Holder, Jack, Ball, Philip J, Nguyen, Vu, Ru, Binxin, Osborne, Michael A
Year of Publication 19.07.2022
Year of Publication 19.07.2022
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Journal Article