James Petterson
James Petterson
Principal Data Scientist, IAG
Verified email at nicta.com.au - Homepage
Title
Cited by
Cited by
Year
Hash kernels for structured data.
Q Shi, J Petterson, G Dror, J Langford, A Smola, SVN Vishwanathan
Journal of Machine Learning Research 10 (11), 2009
2352009
Hash kernels
Q Shi, J Petterson, G Dror, J Langford, A Smola, A Strehl, ...
Artificial intelligence and statistics, 496-503, 2009
1242009
Large-scale vehicle detection, indexing, and search in urban surveillance videos
RS Feris, B Siddiquie, J Petterson, Y Zhai, A Datta, LM Brown, S Pankanti
IEEE Transactions on Multimedia 14 (1), 28-42, 2011
1232011
Reverse Multi-Label Learning.
J Petterson, TS Caetano
NIPS 1 (6), 7, 2010
1102010
Word Features for Latent Dirichlet Allocation.
J Petterson, AJ Smola, TS Caetano, WL Buntine, SM Narayanamurthy
NIPS, 1921-1929, 2010
1082010
Submodular multi-label learning
J Petterson, T Caetano
Neural Information Processing Systems Foundation, 2011
832011
Attribute-based vehicle search in crowded surveillance videos
R Feris, B Siddiquie, Y Zhai, J Petterson, L Brown, S Pankanti
Proceedings of the 1st ACM International Conference on Multimedia Retrieval, 1-8, 2011
572011
Multitask learning without label correspondences
N Quadrianto, J Petterson, T Caetano, A Smola, S Vishwanathan
Advances in Neural Information Processing Systems 23, 1957-1965, 2010
542010
Distribution matching for transduction
N Quadrianto, J Petterson, A Smola
Advances in Neural Information Processing Systems 22, 1500-1508, 2009
472009
Large-scale vehicle detection in challenging urban surveillance environments
R Feris, J Petterson, B Siddiquie, L Brown, S Pankanti
2011 IEEE Workshop on Applications of Computer Vision (WACV), 527-533, 2011
392011
Object detection in crowded scenes
LM Brown, RS Feris, SU Pankanti, J Petterson, B Siddiquie
US Patent 8,811,663, 2014
382014
Tighter variational representations of f-divergences via restriction to probability measures
A Ruderman, M Reid, D García-García, J Petterson
arXiv preprint arXiv:1206.4664, 2012
302012
Exponential family graph matching and ranking
J Petterson, T Caetano, J McAuley, J Yu
arXiv preprint arXiv:0904.2623, 2009
292009
Mobile Content Delivery System with Recommendation-Based Pre-Fetching
LH Petander, M Ott, R Hitching, YG Maziere, J Petterson, C Webers, ...
US Patent App. 14/350,643, 2014
212014
Fast face detector training using tailored views
K Scherbaum, J Petterson, RS Feris, V Blanz, HP Seidel
Proceedings of the IEEE International Conference on Computer Vision, 2848-2855, 2013
102013
Word features for latent dirichlet allocation
J Petterson, A Smola, T Caetano, W Buntine, S Narayanamurthy
In NIPS, 1921
101921
Learning as map inference in discrete graphical models
X Liu, J Petterson, T Caetano
Neural Information Processing Systems Foundation, 2012
22012
Unbiased Estimation of the Economic Value of Pricing Strategies
D Semenovich, J Petterson
GIRO, Institute and Faculty of Actuaries, 2019
12019
Attribute-based vehicle search in crowded surveillance videos
J Petterson, S Pankanti
Association for Computing Machinery Inc (ACM), 2011
2011
Structured learning for information retrieval
J Petterson
The Australian National University, 2011
2011
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