Katherine A. Heller

Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology

	2012
22		Wen Dong, Katherine A. Heller, Alex Pentland: Modeling Infection with Multi-agent Dynamics. SBP 2012: 172-179
21		Charles Blundell, Yee Whye Teh, Katherine A. Heller: Bayesian Rose Trees CoRR abs/1203.3468: (2012)
20		Wen Dong, Katherine A. Heller, Alex Pentland: Modeling Infection with Multi-agent Dynamics CoRR abs/1204.0168: (2012)
	2011
19		Joshua T. Abbott, Katherine A. Heller, Zoubin Ghahramani, Tom Griffiths: Testing a Bayesian Measure of Representativeness Using a Large Image Database. NIPS 2011: 2321-2329
18		Edoardo M. Airoldi, Katherine A. Heller, Ricardo Silva: Small sets of interacting proteins suggest functional linkage mechanisms via Bayesian analogical reasoning. Bioinformatics [ISMB/ECCB] 27(13): 374-382 (2011)
17		Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani: Bayesian and L1 Approaches to Sparse Unsupervised Learning CoRR abs/1106.1157: (2011)
	2010
16		Sinead Williamson, Chong Wang, Katherine A. Heller, David M. Blei: The IBP Compound Dirichlet Process and its Application to Focused Topic Modeling. ICML 2010: 1151-1158
15		Charles Blundell, Yee Whye Teh, Katherine A. Heller: Bayesian Rose Trees. UAI 2010: 65-72
14		Hanna M. Wallach, Shane Jensen, Lee Dicker, Katherine A. Heller: An Alternative Prior Process for Nonparametric Bayesian Clustering. Journal of Machine Learning Research - Proceedings Track 9: 892-899 (2010)
	2009
13		Katherine A. Heller, Adam Sanborn, Nick Chater: Hierarchical Learning of Dimensional Biases in Human Categorization. NIPS 2009: 727-735
12		Richard S. Savage, Katherine A. Heller, Yang Xu, Zoubin Ghahramani, William M. Truman, Murray Grant, Katherine J. Denby, David L. Wild: R/BHC: fast Bayesian hierarchical clustering for microarray data. BMC Bioinformatics 10: (2009)
11		Ricardo Silva, Katherine A. Heller, Zoubin Ghahramani, Edoardo M. Airoldi: Ranking Relations using Analogies in Biological and Information Networks CoRR abs/0912.5193: (2009)
10		Katherine A. Heller, Yee Whye Teh, Dilan Görür: Infinite Hierarchical Hidden Markov Models. Journal of Machine Learning Research - Proceedings Track 5: 224-231 (2009)
9		Yang Xu, Katherine A. Heller, Zoubin Ghahramani: Tree-Based Inference for Dirichlet Process Mixtures. Journal of Machine Learning Research - Proceedings Track 5: 623-630 (2009)
	2008
8		Katherine A. Heller, Sinead Williamson, Zoubin Ghahramani: Statistical models for partial membership. ICML 2008: 392-399
7		Shakir Mohamed, Katherine A. Heller, Zoubin Ghahramani: Bayesian Exponential Family PCA. NIPS 2008: 1089-1096
	2007
6		Katherine A. Heller, Zoubin Ghahramani: A Nonparametric Bayesian Approach to Modeling Overlapping Clusters. Journal of Machine Learning Research - Proceedings Track 2: 187-194 (2007)
5		Ricardo Silva, Katherine A. Heller, Zoubin Ghahramani: Analogical Reasoning with Relational Bayesian Sets. Journal of Machine Learning Research - Proceedings Track 2: 500-507 (2007)
	2006
4		Katherine A. Heller, Zoubin Ghahramani: A Simple Bayesian Framework for Content-Based Image Retrieval. CVPR (2) 2006: 2110-2117
	2005
3		Katherine A. Heller, Zoubin Ghahramani: Bayesian hierarchical clustering. ICML 2005: 297-304
2		Zoubin Ghahramani, Katherine A. Heller: Bayesian Sets. NIPS 2005
1		Salvatore J. Stolfo, Frank Apap, Eleazar Eskin, Katherine A. Heller, Shlomo Hershkop, Andrew Honig, Krysta Marie Svore: A comparative evaluation of two algorithms for Windows Registry Anomaly Detection. Journal of Computer Security 13(4): 659-693 (2005)

Coauthor Index

1	Joshua T. Abbott	[19]
2	Edoardo Airoldi (Edoardo M. Airoldi, Edo Airoldi)	[11] [18]
3	Frank Apap	[1]
4	David M. Blei	[16]
5	Charles Blundell	[15] [21]
6	Nick Chater	[13]
7	Katherine J. Denby	[12]
8	Lee Dicker	[14]
9	Wen Dong	[20] [22]
10	Eleazar Eskin	[1]
11	Zoubin Ghahramani	[2] [3] [4] [5] [6] [7] [8] [9] [11] [12] [17] [19]
12	Dilan Görür	[10]
13	Murray Grant	[12]
14	Tom Griffiths	[19]
15	Shlomo Hershkop	[1]
16	Andrew Honig	[1]
17	Shane Jensen	[14]
18	Shakir Mohamed	[7] [17]
19	Alex Pentland (Sandy Pentland)	[20] [22]
20	Adam Sanborn	[13]
21	Richard S. Savage	[12]
22	Ricardo Silva	[5] [11] [18]
23	Salvatore J. Stolfo	[1]
24	Krysta Marie Svore	[1]
25	Yee Whye Teh	[10] [15] [21]
26	William M. Truman	[12]
27	Hanna M. Wallach	[14]
28	Chong Wang	[16]
29	David L. Wild	[12]
30	Sinead Williamson	[8] [16]
31	Yang Xu	[9] [12]

Colors in the list of coauthors

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