James Petterson
James Petterson
Principal Data Scientist, IAG
Verified email at nicta.com.au - Homepage
TitleCited byYear
Hash kernels for structured data
Q Shi, J Petterson, G Dror, J Langford, A Smola, SVN Vishwanathan
Journal of Machine Learning Research 10 (Nov), 2615-2637, 2009
1942009
Hash kernels
Q Shi, J Petterson, G Dror, J Langford, A Smola, A Strehl, ...
Artificial intelligence and statistics, 496-503, 2009
1052009
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
922011
Reverse multi-label learning
J Petterson, TS Caetano
Advances in Neural Information Processing Systems, 1912-1920, 2010
882010
Word features for latent dirichlet allocation
J Petterson, W Buntine, SM Narayanamurthy, TS Caetano, AJ Smola
Advances in Neural Information Processing Systems, 1921-1929, 2010
812010
Submodular multi-label learning
J Petterson, TS Caetano
Advances in Neural Information Processing Systems, 1512-1520, 2011
712011
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, 18, 2011
462011
Multitask learning without label correspondences
N Quadrianto, J Petterson, TS Caetano, AJ Smola, S Vishwanathan
Advances in Neural Information Processing Systems, 1957-1965, 2010
402010
Distribution matching for transduction
N Quadrianto, J Petterson, AJ Smola
Advances in Neural Information Processing Systems, 1500-1508, 2009
402009
Object detection in crowded scenes
LM Brown, RS Feris, SU Pankanti, J Petterson, B Siddiquie
US Patent 8,811,663, 2014
392014
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
352011
Exponential family graph matching and ranking
J Petterson, J Yu, JJ McAuley, TS Caetano
Advances in Neural Information Processing Systems, 1455-1463, 2009
262009
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
202014
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
132012
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
92013
Learning as map inference in discrete graphical models
X Liu, J Petterson, TS Caetano
Advances in Neural Information Processing Systems, 1970-1978, 2012
22012
Multitask learning without label correspondences
N Quadrianto, A Smola, T Caetano, SVN Vishwanathan, J Petterson
In NIPS, 1957
21957
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
My Solution to the EMC Data Science Global Hackathon
J Petterson
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Articles 1–20