Antti Honkela

2008
12	EE	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
11	EE	Antti Honkela, Jeremias Seppä, Esa Alhoniemi: Agglomerative independent variable group analysis. Neurocomputing 71(7-9): 1311-1320 (2008)
2007
10	EE	Antti Honkela, Jeremias Seppä, Esa Alhoniemi: Agglomerative Independent Variable Group Analysis. ESANN 2007: 55-60
9	EE	Antti Honkela, Matti Tornio, Tapani Raiko, Juha Karhunen: Natural Conjugate Gradient in Variational Inference. ICONIP (2) 2007: 305-314
8	EE	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
7	EE	Tapani Raiko, Matti Tornio, Antti Honkela, Juha Karhunen: State Inference in Variational Bayesian Nonlinear State-Space Models. ICA 2006: 222-229
2005
6	EE	Antti Honkela, Tomas Östman, Ricardo Vigário: Empirical evidence of the linear nature of magnetoencephalograms. ESANN 2005: 285-290
5	EE	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
4	EE	Alexander Ilin, Antti Honkela: Post-nonlinear Independent Component Analysis by Variational Bayesian Learning. ICA 2004: 766-773
3	EE	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
2	EE	Antti Honkela, Harri Valpola: Unsupervised Variational Bayesian Learning of Nonlinear Models. NIPS 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	[8] [10] [11]
2	Pei Gao	[12]
3	Stefan Harmeling	[3]
4	Markus Harva	[5]
5	Alexander Ilin	[4]
6	Juha Karhunen	[1] [5] [7] [9]
7	Krista Lagus	[8]
8	Neil D. Lawrence	[12]
9	Leo Lundqvist	[3]
10	Tomas Östman	[6]
11	Tapani Raiko	[5] [7] [9]
12	Magnus Rattray	[12]
13	Jeremias Seppä	[10] [11]
14	Santeri Jeremias Seppä	[8]
15	Matti Tornio	[7] [9]
16	Harri Valpola	[1] [2] [3] [5] [8]
17	Ricardo Vigário	[6]
18	Paul Wagner	[8]

Colors in the list of coauthors