All publications (Google Scholar version) -- Almost complete bibfile -- Media Coverage-- Coauthors -- Professional services -- Cool robot videos
PhD Student, AI Lab, Computer Science Department, Stanford University.
Recent publications: (All publications)
Advisor: Professor Andrew Ng.
Address: Room 110A, Gates Building, Stanford CA 94305.
Email: someone@somewhere where someone is quocle and somewhere is stanford.edu
I did my undergraduate at ANU & NICTA (Canberra, Australia), under the supervision of Professor Alex Smola.
I was also a research visitor at Dept Schölkopf, Max Planck Institute for Biological Cybernetics (Tübingen, Germany).
Fastfood — Approximating Kernel Expansions in Loglinear Time.
ICML, 2013. [PDF], [PDF with Supplementary]
On Rectified Linear Units for Speech Processing.
IEEE International Conference on Acoustic Speech and Signal Processing (ICASSP), 2013. [PDF]
Large Scale Distributed Deep Networks.
NIPS, 2012. [PDF], [Project page]
Building high-level features using large scale unsupervised learning..
ICML, 2012. [PDF], [Project page]
(Large scale deep learning simulations on 10000s of cores that lead to:
- Face and cat neurons from unlabeled data,
- State-of-the-art on ImageNet from raw pixels.)
Topics: Large-scale deep learning, computer vision.
Google Official Blog Post, Google Research G+ post
Press: New York Times (front page), NPR, BBC, the Atlantic, MSNBC, the Economist, Times and many others
Slides: [hour-long talk], [20-minute talk].
Deep Learning and Unsupervised Feature Learning, NIPS'2012.