Travelled to:1 × Australia
1 × Finland
1 × Germany
1 × Israel
1 × United Kingdom
Collaborated with:Z.Ghahramani S.Williamson S.Mohamed C.Wang D.M.Blei K.Fan M.Eisenberg A.Walsh A.Aiello
Talks about:hierarch (2) bayesian (2) model (2) unsupervis (1) membership (1) heterogen (1) dirichlet (1) compound (1) approach (1) statist (1)
Person: Katherine A. Heller
DBLP: Heller:Katherine_A=
Contributed to:
2015
2012201020082005Wrote 5 papers:
- KDD-2015-FanEWAH #health #personalisation
- Hierarchical Graph-Coupled HMMs for Heterogeneous Personalized Health Data (KF, ME, AW, AA, KAH), pp. 239–248.
- ICML-2012-MohamedHG #learning
- Evaluating Bayesian and L1 Approaches for Sparse Unsupervised Learning (SM, KAH, ZG), p. 91.
- ICML-2010-WilliamsonWHB #modelling #process #topic
- The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling (SW, CW, KAH, DMB), pp. 1151–1158.
- ICML-2008-HellerWG #modelling #statistics
- Statistical models for partial membership (KAH, SW, ZG), pp. 392–399.
- ICML-2005-HellerG #clustering
- Bayesian hierarchical clustering (KAH, ZG), pp. 297–304.