Antti Honkela

	2011
19		Bjoern H. Menze, Koen Van Leemput, Antti Honkela, Ender Konukoglu, Marc-André Weber, Nicholas Ayache, Polina Golland: A Generative Approach for Image-Based Modeling of Tumor Growth. IPMI 2011: 735-747
18		Antti Honkela, Pei Gao, Jonatan Ropponen, Magnus Rattray, Neil D. Lawrence: tigre: Transcription factor inference through gaussian process reconstruction of expression for bioconductor. Bioinformatics 27(7): 1026-1027 (2011)
17		Ulpu Remes, Kalle J. Palomäki, Tapani Raiko, Antti Honkela, Mikko Kurimo: Missing-Feature Reconstruction With a Bounded Nonlinear State-Space Model. IEEE Signal Process. Lett. 18(10): 563-566 (2011)
	2010
16		Antti Honkela, Tapani Raiko, Mikael Kuusela, Matti Tornio, Juha Karhunen: Approximate Riemannian Conjugate Gradient Learning for Fixed-Form Variational Bayes. Journal of Machine Learning Research 11: 3235-3268 (2010)
	2009
15		Mikael Kuusela, Tapani Raiko, Antti Honkela, Juha Karhunen: A gradient-based algorithm competitive with variational Bayesian EM for mixture of Gaussians. IJCNN 2009: 1688-1695
	2008
14		Pei Gao, Antti Honkela, Magnus Rattray, Neil D. Lawrence: Gaussian process modelling of latent chemical species: applications to inferring transcription factor activities. ECCB 2008: 70-75
13		Antti Honkela, Jeremias Seppä, Esa Alhoniemi: Agglomerative independent variable group analysis. Neurocomputing 71(7-9): 1311-1320 (2008)
	2007
12		Antti Honkela, Jeremias Seppä, Esa Alhoniemi: Agglomerative Independent Variable Group Analysis. ESANN 2007: 55-60
11		Antti Honkela, Matti Tornio, Tapani Raiko, Juha Karhunen: Natural Conjugate Gradient in Variational Inference. ICONIP (2) 2007: 305-314
10		Antti Honkela, Harri Valpola, Alexander Ilin, Juha Karhunen: Blind separation of nonlinear mixtures by variational Bayesian learning. Digital Signal Processing 17(5): 914-934 (2007)
9		Esa Alhoniemi, Antti Honkela, Krista Lagus, Santeri Jeremias Seppä, Paul Wagner, Harri Valpola: Compact Modeling of Data Using Independent Variable Group Analysis. IEEE Transactions on Neural Networks 18(6): 1762-1776 (2007)
	2006
8		Tapani Raiko, Matti Tornio, Antti Honkela, Juha Karhunen: State Inference in Variational Bayesian Nonlinear State-Space Models. ICA 2006: 222-229
	2005
7		Antti Honkela, Tomas Östman, Ricardo Vigário: Empirical evidence of the linear nature of magnetoencephalograms. ESANN 2005: 285-290
6		Markus Harva, Tapani Raiko, Antti Honkela, Harri Valpola, Juha Karhunen: Bayes Blocks: An Implementation of the Variational Bayesian Building Blocks Framework. UAI 2005: 259-266
	2004
5		Alexander Ilin, Antti Honkela: Post-nonlinear Independent Component Analysis by Variational Bayesian Learning. ICA 2004: 766-773
4		Antti Honkela, Stefan Harmeling, Leo Lundqvist, Harri Valpola: Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method. ICA 2004: 790-797
3		Antti Honkela, Harri Valpola: Unsupervised Variational Bayesian Learning of Nonlinear Models. NIPS 2004
2		Antti Honkela, Harri Valpola: Variational learning and bits-back coding: an information-theoretic view to Bayesian learning. IEEE Transactions on Neural Networks 15(4): 800-810 (2004)
	2003
1		Antti Honkela, Harri Valpola, Juha Karhunen: Accelerating Cyclic Update Algorithms for Parameter Estimation by Pattern Searches. Neural Processing Letters 17(2): 191-203 (2003)

Coauthor Index

1	Esa Alhoniemi	[9] [12] [13]
2	Nicholas Ayache	[19]
3	Pei Gao	[14] [18]
4	Polina Golland	[19]
5	Stefan Harmeling	[4]
6	Markus Harva	[6]
7	Alexander Ilin	[5] [10]
8	Juha Karhunen	[1] [6] [8] [10] [11] [15] [16]
9	Ender Konukoglu	[19]
10	Mikko Kurimo	[17]
11	Mikael Kuusela	[15] [16]
12	Krista Lagus	[9]
13	Neil D. Lawrence	[14] [18]
14	Koenraad Van Leemput (Koen Van Leemput)	[19]
15	Leo Lundqvist	[4]
16	Björn H. Menze (Bjoern H. Menze)	[19]
17	Tomas Östman	[7]
18	Kalle J. Palomäki	[17]
19	Tapani Raiko	[6] [8] [11] [15] [16] [17]
20	Magnus Rattray	[14] [18]
21	Ulpu Remes	[17]
22	Jonatan Ropponen	[18]
23	Jeremias Seppä	[12] [13]
24	Santeri Jeremias Seppä	[9]
25	Matti Tornio	[8] [11] [16]
26	Harri Valpola	[1] [2] [3] [4] [6] [9] [10]
27	Ricardo Vigário	[7]
28	Paul Wagner	[9]
29	Marc-André Weber	[19]

Colors in the list of coauthors

Last update Sat Jun 2 20:57:36 2012 CET by the DBLP Team — Data released under the ODC-BY 1.0 license — See also our legal information page