PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Katherine Heller

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Number of EPrints submitted by this user: 17

Bayesian Hierarchical Clustering
Katherine Heller and Zoubin Ghahramani
In: ICML 2005, Bonn, Germany(2005).

Bayesian Sets
Zoubin Ghahramani and Katherine Heller
In: NIPS 2005, Vancouver, Canada(2005).

Randomized Algorithms for Fast Bayesian Hierarchical Clustering
Katherine Heller and Zoubin Ghahramani
In: PASCAL Statistics and Optimization of Clustering Workshop, Windsor, UK(2005).

A Simple Bayesian Framework for Content-Based Image Retrieval
Katherine Heller and Zoubin Ghahramani
In: CVPR 2006, NY, NY, USA(2006).

Analogical Reasoning with Relational Bayesian Sets
Ricardo Silva, Katherine Heller and Zoubin Ghahramani
In: AISTATS 2007, Puerto Rico(2007).

A Nonparametric Bayesian Approach to Modeling Overlapping Clusters
Katherine Heller and Zoubin Ghahramani
In: AISTATS 2007, Puerto Rico(2007).

Statistical Models for Partial Membership
Katherine Heller, Sinead Williamson and Zoubin Ghahramani
In: ICML 2008, Helsinki, Finland(2008).

Bayesian Exponential Family PCA
Shakir Mohamed, Katherine Heller and Zoubin Ghahramani
In: NIPS 2008, Vancouver, Canada(2008).

Efficient Bayesian Methods for Clustering
Katherine Heller
(2008) PhD thesis, University College London.

Tree-Based Inference for Dirichlet Process Mixtures
Yang Xu, Katherine Heller and Zoubin Ghahramani
In: AISTATS 2009, Florida, USA(2009).

The Infinite Hierarchical Hidden Markov Model
Katherine Heller, Yee Whye Teh and Dilan Gorur
In: AISTATS 2009, Florida, USA(2009).

R/BHC:Fast Bayesian Hierarchical Clustering for Microarray Data
R.S. Savage, Katherine Heller, Yang Xu, Zoubin Ghahramani, W.M. Truman, M. Grant, K.J. Denby and David Wild
BMC Bioinformatics Volume 10, Number 242, 2009.

Hierarchical Learning of Dimensional Biases in Human Categorization
Katherine Heller, Adam Sanborn and Nick Chater
In: NIPS 2009, Vancouver, Canada(2009).

Ranking Relations using Analogies in Biological and Information Networks
Ricardo Silva, Katherine Heller, Zoubin Ghahramani and Eduardo AIroldi
Annals of Applied Statistics 2010.

An Alternative Prior Process for Nonparametric Bayesian Clustering
Hanna Wallach, Shane Jensen, Lee Dicker and Katherine Heller
In: AISTATS 2010, Sardinia, Italy(2010).

Bayesian rose trees
Charles Blundell, Yee Whye Teh and Katherine Heller
In: UAI 2010, Catalina, CA USA(2010).

The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling
Sinead Williamson, Chong Wang, Katherine Heller and David Blei
In: ICML 2010, Haifa, Israel(2010).