基本信息
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职业迁徙
个人简介
My research revolves around model based machine learning with a focus on probabilistic learning techniques and with a particular interest on Bayesian optimization, matrix factorization methods, copulas, Gaussian processes and sparse linear models. A general feature of my work is also an emphasis on fast methods for approximate Bayesian inference that scale to large datasets. The results of my research have been published at top machine learning journals (Journal of Machine Learning Research) and conferences (NIPS and ICML).
研究兴趣
论文共 198 篇作者统计合作学者相似作者
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CoRR (2024)
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arxiv(2024)
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JOURNAL OF ORGANIC CHEMISTRY (2024)
Maksym Korablyov,Cheng-Hao Liu,Moksh Jain,Almer M. van der Sloot, Eric Jolicoeur,Edward Ruediger,Andrei Cristian Nica,Emmanuel Bengio, Kostiantyn Lapchevskyi,Daniel St-Cyr,Doris Alexandra Schuetz,Victor Ion Butoi,Jarrid Rector-Brooks, Simon Blackburn,Leo Feng,Hadi Nekoei, SaiKrishna Gottipati,Priyesh Vijayan,Prateek Gupta,Ladislav Rampášek,Sasikanth Avancha,Pierre-Luc Bacon,William L. Hamilton,Brooks Paige,Sanchit Misra,Stanislaw Kamil Jastrzebski,Bharat Kaul,Doina Precup,José Miguel Hernández-Lobato,Marwin Segler,Michael Bronstein,Anne Marinier,Mike Tyers,Yoshua Bengio
CoRR (2024)
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Riccardo Barbano,Javier Antorán,Johannes Leuschner,José Miguel Hernández-Lobato,Bangti Jin,Zeljko Kereta
Trans Mach Learn Res (2024)
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ICML 2024 (2024)
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作者统计
#Papers: 199
#Citation: 12404
H-Index: 44
G-Index: 111
Sociability: 6
Diversity: 0
Activity: 2
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