Michael A. Gelbart

University of British Columbia — Canada

Computer Science · Physical Sciences

12h-index1.6kcitations20works0.02yr avg
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Research Topics

Machine Learning and Algorithms(7), Advanced Multi-Objective Optimization Algorithms(6), Gaussian Processes and Bayesian Inference(6), Bacterial Genetics and Biotechnology(4), Bacteriophages and microbial interactions(4)

Publications20 total

A case for efficient accelerator design space exploration via Bayesian optimization
2017· 77 citedOpen Access
A General Framework for Constrained Bayesian Optimization using Information-based Search
Apollo (University of Cambridge)·2016· 130 citedOpen Access
A General Framework for Constrained Bayesian Optimization using Information-based Search
arXiv (Cornell University)·2015· 2 citedOpen Access
Constrained Bayesian Optimization and Applications
Digital Access to Scholarship at Harvard (DASH) (Harvard University)·2015· 33 citedOpen Access
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints
arXiv (Cornell University)·2015· 107 citedOpen Access
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints
Apollo (University of Cambridge)·2015Open Access
Predictive Entropy Search for Bayesian Optimization with Unknown Constraints Supplementary Material
2015
Bayesian optimization with unknown constraints
2014· 55 cited
Bayesian Optimization with Unknown Constraints
arXiv (Cornell University)·2014· 289 citedOpen Access
Learning Ordered Representations with Nested Dropout
arXiv (Cornell University)·2014· 44 citedOpen Access
Filament Depolymerization During Bacterial Mitosis
Apple Academic Press eBooks·2013
Filament Depolymerization During Bacterial Mitosis
Apple Academic Press eBooks·2013
Volume conservation principle involved in cell lengthening and nucleus movement during tissue morphogenesis
Proceedings of the National Academy of Sciences·2012· 146 citedOpen Access
Segmentation fusion for connectomics
2011· 79 cited
Filament Depolymerization Can Explain Chromosome Pulling during Bacterial Mitosis
PLoS Computational Biology·2011· 31 citedOpen Access
Filament depolymerization can pull a chromosome during bacterial mitosis
Bulletin of the American Physical Society·2011
Filament Depolymerization can Explain Chromosome Pulling During Bacterial Mitosis
Biophysical Journal·2011· 2 citedOpen Access
Proposed Physical Mechanism of Chromosome Segregation in Caulobacter crescentus
Bulletin of the American Physical Society·2010
Integration of contractile forces during tissue invagination
The Journal of Cell Biology·2010· 557 citedOpen Access
Maxillary Sinus Augmentation Using a Peptide-Modified Graft Material in Three Mixtures: A Prospective Human Case Series of Histologic and Histomorphometric Results
Implant Dentistry·2005· 22 cited

Frequent Co-authors

Ryan P. Adams(8), Edward J. Banigan(6), Ned S. Wingreen(6), José Miguel Hernández-Lobato(5), Zoubin Ghahramani(5), Zemer Gitai(5), Andrea J. Liu(5), Matthew W. Hoffman(4), Adam C. Martin(2), Matthias Kaschube(2), Eric Wieschaus(2), Jasper Snoek(2), Rodrigo Fernández‐González(1), Bing He(1), Stephan Y. Thiberge(1), Matthew D. Hoffman(1), Amelio Vázquez-Reina(1), Daniel Huang(1), Jeff W. Lichtman(1), Eric L. Miller(1)