Sotabase

Career

· Stealth, Stealth2025–
· Vice President - Machine Learning Research, The D. E. Shaw Group2020–2025
· Senior Research Scientist - AI Research, Apple2018–2020
· Research Scientist - Special Projects Group, Apple2017–2018
· Co-founder President, Perceptual Machines / Clarevision (Startup)2015–2016
· Doctor of Philosophy (PhD), Deep Learning, Statistical Machine Learning, University of Toronto2010–2015
· Machine Learning Researcher, Miovision2008–2008
· Master of Mathematics, Computer Science, University of Waterloo2008–2010
· Research Intern, Evolution Robotics2007–2007
· Research Intern - Computer Vision, Epson Canada2005–2005
· Controls Engineer, Cooper Tire & Rubber Company2004–2004
· Bachelor of Applied Science (B.A.Sc.), Mechatronics, Robotics, and Automation Engineering, University of Waterloo2003–2008

Publications (24)

Neural Information Processing Systems · 2019
369
cited
Deep Learning using Support Vector Machines
arXiv.org · 2013
195
cited
2012 IEEE Conference on Computer Vision and Pattern Recognition · 2012
184
cited
Learning Stochastic Feedforward Neural Networks
Neural Information Processing Systems · 2013
134
cited
Deep networks for robust visual recognition
International Conference on Machine Learning · 2010
104
cited
International Conference on Machine Learning · 2012
87
cited
Neural Information Processing Systems · 2013
86
cited
Conference on Robot Learning · 2019
84
cited
International Conference on Machine Learning · 2012
69
cited
Tensor Analyzers
International Conference on Machine Learning · 2013
60
cited
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) · 2019
36
cited
Multiresolution Deep Belief Networks
International Conference on Artificial Intelligence and Statistics · 2012
26
cited
Data Normalization in the Learning of Restricted Boltzmann Machines
2011
25
cited
International Journal of Mechanical Sciences · 2022
24
cited
A New Learning Algorithm for Stochastic Feedforward Neural Nets
2013
6
cited
Sotabase
(Charlie) Yichuan Tang | Researcher Profile | Sotabase | Sotabase