Exponential Family Graph Matching and Ranking. - James Petterson; Tibério S. Caetano; Julian J. McAuley; Jin Yu (NIPS, 2009)

Distribution Matching for Transduction. - Novi Quadrianto; James Petterson; Alexander J. Smola (NIPS, 2009)

Scalable Inference for Latent Dirichlet Allocation - James Petterson; Tibério S. Caetano (CoRR, 2009)

Hash Kernels. - Qinfeng Shi; James Petterson; Gideon Dror; John Langford 001; Alexander J. Smola; Alexander L. Strehl; Vishy Vishwanathan (AISTATS, 2009)

Hash Kernels for Structured Data. - Qinfeng Shi; James Petterson; Gideon Dror; John Langford 001; Alexander J. Smola; S. V. N. Vishwanathan (J. Mach. Learn. Res., 2009)

Reverse Multi-Label Learning. - James Petterson; Tibério S. Caetano (NIPS, 2010)

Word Features for Latent Dirichlet Allocation. - James Petterson; Alexander J. Smola; Tibério S. Caetano; Wray L. Buntine; Shravan M. Narayanamurthy (NIPS, 2010)

Multitask Learning without Label Correspondences. - Novi Quadrianto; Alexander J. Smola; Tibério S. Caetano; S. V. N. Vishwanathan; James Petterson (NIPS, 2010)

Attribute-based vehicle search in crowded surveillance videos. - Rogério Schmidt Feris; Behjat Siddiquie; Yun Zhai; James Petterson; Lisa M. Brown; Sharath Pankanti (ICMR, 2011)

Submodular Multi-Label Learning. - James Petterson; Tibério S. Caetano (NIPS, 2011)

Large-scale vehicle detection in challenging urban surveillance environments. - Rogério Schmidt Feris; James Petterson; Behjat Siddiquie; Lisa M. Brown; Sharath Pankanti (WACV, 2011)

Tighter Variational Representations of f-Divergences via Restriction to Probability Measures. - Avraham Ruderman; Mark D. Reid; Dario García-García; James Petterson (ICML, 2012)

Learning as MAP Inference in Discrete Graphical Models. - Xianghang Liu; James Petterson; Tibério S. Caetano (NIPS, 2012)

Large-Scale Vehicle Detection, Indexing, and Search in Urban Surveillance Videos. - Rogério Schmidt Feris; Behjat Siddiquie; James Petterson; Yun Zhai; Ankur Datta; Lisa M. Brown; Sharath Pankanti (IEEE Trans. Multim., 2012)

Fast Face Detector Training Using Tailored Views. - Kristina Scherbaum; James Petterson; Rogério Schmidt Feris; Volker Blanz; Hans-Peter Seidel (ICCV, 2013)