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个人简介
Professor Frey leads a research group of six graduate students and two postdoctoral fellows, who invent new algorithms for machine learning and study scientific and engineering problems in genome biology. He has cross-appointments in the Banting and Best Department of Medical Research, the Centre for Cellular and Biomolecular Research and the Department of Computer Science. Some topics that Frey and his students have worked on include inference and learning in graphical models (MIT Press 1998), factor graphs and the sum-product algorithm (IEEE Trans Info Theory 2001), image epitomes (CVPR 2004), the affinity propagation algorithm (Science 2007), using mRNA expression data to infer gene structure (Nature Genet 2005), and inference of the genetic codes governing gene expression and alternative splicing (Nature 2010). Frey studied in Canada, the US and the United Kingdom. He is a consultant for several international companies and is on the Technical Advisory Board of Microsoft Research India. Many of Frey’s former graduate students and postdoctoral fellows are now professors (Harvard, UMW, UNC, UPenn, UToronto, UZurich), industrial researchers (Altera, Google, Kobo, Microsoft, Yahoo!), and entrepreneurs (eg, Shape Collage).
研究兴趣
论文共 308 篇作者统计合作学者相似作者
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Stephen Scherer, Clarrisa Bradley, Sangyoon Ko, Meng Tian,Liam Ralph,Lia D'Abate, Jinyeol Lee, Tianyi Liu,Junhui Wang,Patrick Tidball,Marla Mendes, Xiaolian Fan,Jennifer Howe,Roumiana Alexandrova,Giovanna Pellecchia,Guillermo Casallo,Tara Paton, Leanne Wybenga-Groot,Worrawat Engchuan,Bhooma Thiruvahindrapuram,Brett Trost,Jill de Rijke,Ashish Kadia,Fuzi Jin, Nelson Bautista Salazar, J. Javier Diaz-Mejia,Jeffrey MacDonald,Eric Deneault,P. Joel Ross,James Ellis,Carole Shum,John Georgiou,Olivia Rennie,Miriam Reuter,Ny Hoang,Ege Sarikaya,Thanuja Selvanayagam, Annabel Rutherford, Natalia Rivero-Alfaro,Christian Marshall,Marcello Scala,Cassandra Runke,Hutton Kearney,John Christodoulou,David Francis, Brian Chung, Jill Plucinicazak,Alana Iaboni,Christine Nordahl,David Amaral, Melissa Hudson,Calvin Sjaarda,Andrea Guerin,Mayada Elsabbagh,Rebecca Landa,Seema Mital,Robert Lesurf, Anjali Jain,Michael Wilson,Jason Lerch,Leo Lee,Brendan Frey,Michael Salter,Jacob Vorstman,Evdokia Anagnostou,Paul Frankland,Graham Collingridge
crossref(2025)
bioRxiv the preprint server for biology (2024)
ICLR 2024 (2024)
Albi Celaj, Alice Jiexin Gao,Tammy T.Y. Lau,Erle M. Holgersen,Alston Lo,Varun Lodaya,Christopher B. Cole,Robert E. Denroche,Carl Spickett,Omar Wagih,Pedro O. Pinheiro, Parth Vora,Pedrum Mohammadi-Shemirani, Steve Chan,Zach Nussbaum, Xi Zhang,Helen Zhu,Easwaran Ramamurthy, Bhargav Kanuparthi,Michael Iacocca, Diane Ly,Ken Kron,Marta Verby,Kahlin Cheung-Ong,Zvi Shalev,Brandon Vaz, Sakshi Bhargava,Farhan Yusuf, Sharon Samuel, Sabriyeh Alibai,Zahra Baghestani, Xinwen He, Kirsten Krastel, Oladipo Oladapo, Amrudha Mohan, Arathi Shanavas,Magdalena Bugno,Jovanka Bogojeski,Frank Schmitges, Carolyn Kim, Solomon Grant,Rachana Jayaraman,Tehmina Masud,Amit Deshwar,Shreshth Gandhi,Brendan J. Frey
openalex(2023)
openalex(2020)
semanticscholar(2020)
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Daniele Merico,Carl Spickett,Matthew O’Hara,Boyko Kakaradov,Amit G. Deshwar,Phil Fradkin,Shreshth Gandhi,Jiexin Gao, Solomon Grant,Ken Kron,Frank W. Schmitges,Zvi Shalev,Mark Sun,Marta Verby, Matthew Cahill,James J. Dowling,Johan Fransson, Erno Wienholds,Brendan J. Frey
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作者统计
#Papers: 309
#Citation: 58204
H-Index: 79
G-Index: 241
Sociability: 7
Diversity: 3
Activity: 1
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