2013

• Fast Face Detector Training Using Tailored Views.
  ICCV
  K. Scherbaum, R. Feris, J. Petterson, V. Blanz, H. Seidel
  [ pdf | bib ]

• My Solution to the See Click Predict Fix Competition
  Kaggle
  J. Petterson
  [ pdf | bib | code ]

2012

• Learning as MAP Inference in Discrete Graphical Models
  NIPS
  X. Liu, J. Petterson, T. Caetano
  [ pdf | bib | link ]

• Large-Scale Vehicle Detection, Indexing, and Search in Urban Surveillance Videos
  IEEE Transactions on Multimedia
  R. Feris, B. Siddiquie, J. Petterson, Y. Zhai, A. Datta, L. Brown, S. Pankanti
  [ bib | link ]

• Tighter Variational Representations of f-Divergences via Restriction to Probability Measures
  ICML
  A. Ruderman, D. Garcia-Garcia, J. Petterson, M. Reid
  [ pdf | bib ]

• My Solution to the EMC Data Science Global Hackathon
  EMC Data Science Global Hackathon
  J. Petterson
  [ pdf | bib | code ]

2011

• Submodular Multi-Label Learning
  NIPS
  J. Petterson, T. Caetano
  [ pdf | bib | code ]

• Attribute-based Vehicle Search in Crowded Surveillance Videos
  ICMR
  R. Feris, B. Siddiquie, Y. Zhai, J. Petterson, L. Brown, S. Pankanti
  [ pdf | bib ]

• Large-Scale Vehicle Detection in Challenging Urban Surveillance Environments
  WACV
  R. Feris, J. Petterson, B. Siddiquie, L. Brown, S. Pankanti
  [ pdf | bib ]

2010

• Reverse Multi-Label Learning
  NIPS
  J. Petterson, T. Caetano
  [ pdf | bib | code ]

• Word Features for Latent Dirichlet Allocation
  NIPS
  J. Petterson, A. Smola, T. Caetano, W. Buntine, S. Narayanamurthy
  [ pdf | bib ]

• Multitask Learning without Label Correspondences
  NIPS
  N. Quadrianto, A. Smola, T. Caetano, S. Vishwanathan, J. Petterson
  [ pdf | bib ]

2009

• Exponential Family Graph Matching and Ranking
  NIPS
  J. Petterson, T. Caetano, J. McAuley, J. Yu
  [ pdf | bib | code ]

• Distribution Matching for Transduction
  NIPS
  N. Quadrianto, J. Petterson, A. Smola
  [ pdf | bib ]

• Hash Kernels for Structured Data
  JMLR
  Q. Shi, J. Petterson, G. Dror, J. Langford, A. Smola, S. Vishwanathan
  [ pdf | bib | code ]
  The source code for the Reuters Articles Categorization and the Dmoz Websites Multiclass Classification can be found in the stream project (see below). For the other experiments please contact Qinfeng Shi.

• Hash Kernels
  AISTATS
  Q. Shi, J. Petterson, G. Dror, J. Langford, A. Smola, A. Strehl, S. Vishwanathan
  [ pdf | bib | code ]
  The source code can be found in the stream project (see below).