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Alexandre Maraval
Alexandre Maraval
Huawei R&D UK
Dirección de correo verificada de huawei.com
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An empirical study of assumptions in Bayesian optimisation
AI Cowen-Rivers, W Lyu, R Tutunov, Z Wang, A Grosnit, RR Griffiths, ...
arXiv preprint arXiv:2012.03826 445, 2020
82*2020
Hebo: Pushing the limits of sample-efficient hyper-parameter optimisation
AI Cowen-Rivers, W Lyu, R Tutunov, Z Wang, A Grosnit, RR Griffiths, ...
Journal of Artificial Intelligence Research 74, 1269-1349, 2022
662022
High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning
A Grosnit, R Tutunov, AM Maraval, RR Griffiths, AI Cowen-Rivers, L Yang, ...
arXiv preprint arXiv:2106.03609, 2021
572021
Efficient Semi-Implicit Variational Inference
V Moens, H Ren, A Maraval, R Tutunov, J Wang, H Ammar
arXiv preprint arXiv:2101.06070, 2021
82021
End-to-end meta-bayesian optimisation with transformer neural processes
A Maraval, M Zimmer, A Grosnit, H Bou Ammar
Advances in Neural Information Processing Systems 36, 2024
72024
Indicators of Risk Appetite and Applications in Trading
AM Maraval
2*
Sample-Efficient Optimisation with Probabilistic Transformer Surrogates
A Maraval, M Zimmer, A Grosnit, R Tutunov, J Wang, HB Ammar
arXiv preprint arXiv:2205.13902, 2022
12022
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