基本信息
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Bio
I’m also a statistical ambassador for the Royal Statistical Society.
I’m interested in developing interpretable machine learning models which complement human expertise, rather than attempt to replace it. For a high-level overview on some recent-ish work, here’s a video of a talk I gave at the PROBPROG conference in Boston in September, 2018.
My thesis focused on sequential Monte Carlo methods, and their application to general-purpose inference in probabilistic programs.
I’m interested in developing interpretable machine learning models which complement human expertise, rather than attempt to replace it. For a high-level overview on some recent-ish work, here’s a video of a talk I gave at the PROBPROG conference in Boston in September, 2018.
My thesis focused on sequential Monte Carlo methods, and their application to general-purpose inference in probabilistic programs.
Research Interests
Papers共 76 篇Author StatisticsCo-AuthorSimilar Experts
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ENVIRONMENTAL DATA SCIENCE (2025)
CoRR (2024)
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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
arXiv (Cornell University) (2024)
Paige M. Brooks, Parker Lewis, Sara Million-Perez, Anastasia S. Yandulskaya, Mahmoud Khalil, Meredith Janes, Joseph Porco, Eleanor Walker,Jason R. Meyers
Developmental Biology (2024): 70-88
Konstantinos Lekkos, Afra A. Bhuiyan,Abdullah M. K. Albloshi,Paige M. Brooks,Thomas M. Coate,Arimantas Lionikas
G3-GENES GENOMES GENETICSno. 5 (2024)
Conference on Neural Information Processing Systems (2024)
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Daniel Chee Hian Tan,David Chanin,Aengus Lynch,Brooks Paige,Dimitrios Kanoulas,Adrià Garriga-Alonso,Robert Kirk
NeurIPS 2024 (2024)
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CoRR (2024)
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Author Statistics
#Papers: 76
#Citation: 2902
H-Index: 23
G-Index: 48
Sociability: 5
Diversity: 2
Activity: 15
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