Michael Gutmann

	2012
13		Michael Gutmann, Jun-ichiro Hirayama: Bregman divergence as general framework to estimate unnormalized statistical models CoRR abs/1202.3727: (2012)
12		Miika Pihlaja, Michael Gutmann, Aapo Hyvärinen: A Family of Computationally Efficient and Simple Estimators for Unnormalized Statistical Models CoRR abs/1203.3506: (2012)
11		Michael Gutmann, Aapo Hyvärinen: Noise-Contrastive Estimation of Unnormalized Statistical Models, with Applications to Natural Image Statistics. Journal of Machine Learning Research 13: 307-361 (2012)
	2011
10		Michael Gutmann, Aapo Hyvärinen: Extracting Coactivated Features from Multiple Data Sets. ICANN (1) 2011: 323-330
9		Valero Laparra, Michael Gutmann, Jesús Malo, Aapo Hyvärinen: Complex-Valued Independent Component Analysis of Natural Images. ICANN (2) 2011: 213-220
8		Michael Gutmann, Jun-ichiro Hirayama: Bregman divergence as general framework to estimate unnormalized statistical models. UAI 2011: 283-290
	2010
7		Miika Pihlaja, Michael Gutmann, Aapo Hyvärinen: A Family of Computationally E cient and Simple Estimators for Unnormalized Statistical Models. UAI 2010: 442-449
6		Michael Gutmann, Aapo Hyvärinen: Noise-contrastive estimation: A new estimation principle for unnormalized statistical models. Journal of Machine Learning Research - Proceedings Track 9: 297-304 (2010)
	2009
5		Michael Gutmann, Aapo Hyvärinen: Learning reconstruction and prediction of natural stimuli by a population of spiking neurons. ESANN 2009
4		Urs Köster, Jussi T. Lindgren, Michael Gutmann, Aapo Hyvärinen: Learning Natural Image Structure with a Horizontal Product Model. ICA 2009: 507-514
3		Michael Gutmann, Aapo Hyvärinen: Learning Features by Contrasting Natural Images with Noise. ICANN (2) 2009: 623-632
	2008
2		Michael Gutmann, Aapo Hyvärinen, Kazuyuki Aihara: Learning encoding and decoding filters for data representation with a spiking neuron. IJCNN 2008: 243-248
	1996
1		Zongli Lin, Ali Saberi, Michael Gutmann, Yacov A. Shamash: Linear controller for an inverted pendulum having restricted travel: A high-and-low gain approach. Automatica 32(6): 933-937 (1996)

Coauthor Index

1	Kazuyuki Aihara	[2]
2	Jun-ichiro Hirayama	[8] [13]
3	Aapo Hyvärinen	[2] [3] [4] [5] [6] [7] [9] [10] [11] [12]
4	Urs Köster	[4]
5	Valero Laparra	[9]
6	Zongli Lin	[1]
7	Jussi T. Lindgren	[4]
8	Jesus Malo (Jesús Malo)	[9]
9	Miika Pihlaja	[7] [12]
10	Ali Saberi	[1]
11	Yacov A. Shamash	[1]

Colors in the list of coauthors

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