Bayesian hierarchical clustering KA Heller, Z Ghahramani Proceedings of the 22nd international conference on Machine learning, 297-304, 2005 | 325 | 2005 |

One class support vector machines for detecting anomalous windows registry accesses K Heller, K Svore, AD Keromytis, S Stolfo | 183 | 2003 |

Detecting malicious software by monitoring anomalous windows registry accesses F Apap, A Honig, S Hershkop, E Eskin, S Stolfo International Workshop on Recent Advances in Intrusion Detection, 36-53, 2002 | 169 | 2002 |

Bayesian sets Z Ghahramani, KA Heller Advances in neural information processing systems, 435-442, 2006 | 163 | 2006 |

Modelling reciprocating relationships with Hawkes processes C Blundell, J Beck, KA Heller Advances in Neural Information Processing Systems, 2600-2608, 2012 | 155 | 2012 |

The IBP compound Dirichlet process and its application to focused topic modeling S Williamson, C Wang, KA Heller, DM Blei Proceedings of the 27th international conference on machine learning (ICML …, 2010 | 150 | 2010 |

Sequence information for the splicing of human pre-mRNA identified by support vector machine classification XHF Zhang, KA Heller, I Hefter, CS Leslie, LA Chasin Genome Research 13 (12), 2637-2650, 2003 | 142 | 2003 |

Bayesian and L1 Approaches to Sparse Unsupervised Learning S Mohamed, K Heller, Z Ghahramani | 98 | 2011 |

A comparative evaluation of two algorithms for windows registry anomaly detection SJ Stolfo, F Apap, E Eskin, K Heller, S Hershkop, A Honig, K Svore Journal of Computer Security 13 (4), 659-693, 2005 | 87 | 2005 |

Bayesian exponential family PCA S Mohamed, Z Ghahramani, KA Heller Advances in neural information processing systems, 1089-1096, 2009 | 81 | 2009 |

Bayesian rose trees C Blundell, YW Teh, KA Heller arXiv preprint arXiv:1203.3468, 2012 | 73 | 2012 |

A nonparametric bayesian approach to modeling overlapping clusters KA Heller, Z Ghahramani Artificial Intelligence and Statistics, 187-194, 2007 | 68 | 2007 |

R/BHC: fast Bayesian hierarchical clustering for microarray data RS Savage, K Heller, Y Xu, Z Ghahramani, WM Truman, M Grant, ... BMC bioinformatics 10 (1), 242, 2009 | 56 | 2009 |

A simple Bayesian framework for content-based image retrieval KA Heller, Z Ghahramani 2006 IEEE Computer Society Conference on Computer Vision and Pattern …, 2006 | 56 | 2006 |

Infinite hierarchical hidden Markov models K Heller, YW Teh, D Gorur Artificial Intelligence and Statistics, 224-231, 2009 | 49 | 2009 |

An insula-frontostriatal network mediates flexible cognitive control by adaptively predicting changing control demands J Jiang, J Beck, K Heller, T Egner Nature Communications 6, 8165, 2015 | 47 | 2015 |

Parallelizing MCMC with random partition trees X Wang, F Guo, KA Heller, DB Dunson Advances in neural information processing systems, 451-459, 2015 | 45 | 2015 |

An alternative prior process for nonparametric Bayesian clustering H Wallach, S Jensen, L Dicker, K Heller Proceedings of the Thirteenth International Conference on Artificial …, 2010 | 45 | 2010 |

Bayesian modeling of flexible cognitive control J Jiang, K Heller, T Egner Neuroscience & Biobehavioral Reviews 46, 30-43, 2014 | 43 | 2014 |

Statistical models for partial membership KA Heller, S Williamson, Z Ghahramani Proceedings of the 25th international conference on Machine learning, 392-399, 2008 | 42 | 2008 |