2008 |
13 | EE | Novi Quadrianto,
Alex J. Smola,
Tibério S. Caetano,
Quoc V. Le:
Estimating labels from label proportions.
ICML 2008: 776-783 |
12 | EE | Olivier Chapelle,
Chuong B. Do,
Quoc V. Le,
Alexander J. Smola,
Choon Hui Teo:
Tighter Bounds for Structured Estimation.
NIPS 2008: 281-288 |
11 | EE | Tibério S. Caetano,
Julian John McAuley,
Li Cheng,
Quoc V. Le,
Alex J. Smola:
Learning Graph Matching
CoRR abs/0806.2890: (2008) |
2007 |
10 | EE | Tibério S. Caetano,
Li Cheng,
Quoc V. Le,
Alex J. Smola:
Learning Graph Matching.
ICCV 2007: 1-8 |
9 | EE | Choon Hui Teo,
Alex J. Smola,
S. V. N. Vishwanathan,
Quoc V. Le:
A scalable modular convex solver for regularized risk minimization.
KDD 2007: 727-736 |
8 | EE | Alex J. Smola,
S. V. N. Vishwanathan,
Quoc V. Le:
Bundle Methods for Machine Learning.
NIPS 2007 |
7 | EE | Markus Weimer,
Alexandros Karatzoglou,
Quoc V. Le,
Alex J. Smola:
COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking .
NIPS 2007 |
6 | EE | Quoc V. Le,
Alexander J. Smola:
Direct Optimization of Ranking Measures
CoRR abs/0704.3359: (2007) |
2006 |
5 | EE | Quoc V. Le,
Alexander J. Smola,
Thomas Gärtner,
Yasemin Altun:
Transductive Gaussian Process Regression with Automatic Model Selection.
ECML 2006: 306-317 |
4 | EE | Quoc V. Le,
Alex J. Smola,
Thomas Gärtner:
Simpler knowledge-based support vector machines.
ICML 2006: 521-528 |
3 | EE | Ichiro Takeuchi,
Quoc V. Le,
Tim D. Sears,
Alexander J. Smola:
Nonparametric Quantile Estimation.
Journal of Machine Learning Research 7: 1231-1264 (2006) |
2005 |
2 | EE | Quoc V. Le,
Alexander J. Smola,
Stéphane Canu:
Heteroscedastic Gaussian process regression.
ICML 2005: 489-496 |
1 | EE | Thomas Gärtner,
Quoc V. Le,
Simon Burton,
Alex J. Smola,
S. V. N. Vishwanathan:
Large-Scale Multiclass Transduction.
NIPS 2005 |