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| I am interested in machine learning, inference modeling and mass spectrometry. github: https://github.com/LucasHu |
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| * WormMap * Chemoinformatics approach to predict drug target |
* WormMap/EPIC * Chemoinformatics approach to predict drug targets |
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| * Computational Biology: Machine Learning, Bayesian Statistics * [[http://www.bbc.co.uk/programmes/b049yhcn|Prof. Carol Robinson talked bout her research and life in BBC]] (My favorite prof in protein complexes mass spectrometry field. Network (system) --> structure.) * |
* Computer Science: Machine Learning, Bayesian Statistics * [[http://www.bbc.co.uk/programmes/b049yhcn|Prof. Carol Robinson talked bout her research and life in BBC]] (My favorite prof in protein complexes mass spectrometry.) * https://arxiv.org/abs/1606.04838 Good review of optimization methods for ML. * http://www.statsblogs.com/2014/12/30/machine-learning-books-suggested-by-michael-i-jordan-from-berkeley/ List of books recommanded for ML researchers. |
Lucas Hu
Lucas is a graduate student in the Emili/Bader Lab at the University of Toronto in the Department of Molecular Genetics.
I am interested in machine learning, inference modeling and mass spectrometry.
github: https://github.com/LucasHu
Supervisor: Andrew Emili & Gary Bader
Supervisory Committee: John Parkinson
Research Projects
- WormMap/EPIC
- Chemoinformatics approach to predict drug targets
Current Interests
- Analytical Chemistry: Liquid Chromatography, Mass spectrometry, Chemical Proteomics, Chemometrics, Quality Assurance
- Computer Science: Machine Learning, Bayesian Statistics
Prof. Carol Robinson talked bout her research and life in BBC (My favorite prof in protein complexes mass spectrometry.)
https://arxiv.org/abs/1606.04838 Good review of optimization methods for ML.
http://www.statsblogs.com/2014/12/30/machine-learning-books-suggested-by-michael-i-jordan-from-berkeley/ List of books recommanded for ML researchers.
Education
2008 - 2012 University of New South Wales (UNSW) - Bsc. Chemistry Hons (1st Class)
Honours Supervisor: Brynn Hibbert & Gordon Sutton
- Thesis Topic: Chemometrics and Quality Control of Herbal Medicines