Quoc V. Le

Some info
PhD Student, AI Lab, Department of Computer Science, Stanford University.
Advisor: Professor Andrew Ng.
Address: Room 112, Gates Building 1A, Stanford CA 94305.
Email: someone@somewhere where someone is quocle and somewhere is stanford.edu
I did my undergraduate degree 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).

(Almost complete bibfile)

All publications

Some recent publications

M. Quigley, S. Batra, S. Gould, E. Klingbeil, Q.V. Le, A. Wellman, A.Y. Ng.
High Accuracy 3D Sensing for Mobile Manipulation: Improving Object Detection and Door Opening. ICRA, 2009. [PDF]
Topics: 3D sensing hardware, object detection, manipulation.

C.B. Do, Q.V. Le, C.S. Foo.
Proximal regularization for online and batch learning. ICML, 2009. [PDF (short)] [PDF (longer)]
Topics: learning and optimization.

T.S. Caetano, J.J. McAuley, L. Cheng, Q.V. Le, A.J. Smola.
Learning Graph Matching. PAMI, 2009. [PDF], [Digital library link], [Code]
Topics: graph matching, structured estimation.

C.B. Do, Q.V. Le, C.H. Teo, O. Chapelle, A.J. Smola.
Tighter Bounds for Structured Estimation. NIPS 21, 2009. [PDF]
Topics: structured estimation, computational biology, ranking.

N. Quadrianto, A. J. Smola, T. S. Caetano, Q. V. Le.
Estimating Labels from Label Proportions. ICML, 2008. [PDF]
Topics: Gaussian Process classification, transduction, semi-supervised learning, prior knowledge.

People (coauthors and friends)

Yasemin Altun

Christopher J.C. Burges

Alexandros Karatzoglou

Ellen Klingbeil

Julian McAuley

Novi Quadrianto