Fabian Sinz
Fabian Sinz
Group Leader, University Tübingen
在 uni-tuebingen.de 的電子郵件地址已通過驗證 - 首頁
Large scale transductive SVMs
R Collobert, F Sinz, J Weston, L Bottou
Journal of Machine Learning Research 7 (Aug), 1687-1712, 2006
Principles of connectivity among morphologically defined cell types in adult neocortex
X Jiang, S Shen, CR Cadwell, P Berens, F Sinz, AS Ecker, S Patel, ...
Science 350 (6264), aac9462, 2015
Trading convexity for scalability
R Collobert, F Sinz, J Weston, L Bottou
Proceedings of the 23rd international conference on Machine learning, 201-208, 2006
Inference with the universum
J Weston, R Collobert, F Sinz, L Bottou, V Vapnik
Proceedings of the 23rd international conference on Machine learning, 1009-1016, 2006
Population code in mouse V1 facilitates readout of natural scenes through increased sparseness
E Froudarakis, P Berens, AS Ecker, RJ Cotton, FH Sinz, D Yatsenko, ...
Nature neuroscience 17 (6), 851, 2014
An analysis of inference with the universum
FH Sinz, O Chapelle, A Agarwal, B Schölkopf
Advances in Neural Information Processing Systems 20: 21st Annual Conference …, 2008
Evaluating predictive uncertainty challenge
J Quinonero-Candela, CE Rasmussen, F Sinz, O Bousquet, B Schölkopf
Machine Learning Challenges Workshop, 1-27, 2005
Learning depth from stereo
F Sinz, J Candela, G Bakır, C Rasmussen, M Franz
26th DAGM Symposium, 245-252, 2004
Natural image coding in V1: how much use is orientation selectivity?
J Eichhorn, F Sinz, M Bethge
PLoS computational biology 5 (4), 2009
Normalizing the normalizers: Comparing and extending network normalization schemes
M Ren, R Liao, R Urtasun, FH Sinz, RS Zemel
arXiv preprint arXiv:1611.04520, 2016
In all likelihood, deep belief is not enough
L Theis, S Gerwinn, F Sinz, M Bethge
Journal of Machine Learning Research 12 (Nov), 3071-3096, 2011
Alternative splicing substantially diversifies the transcriptome during early photomorphogenesis and correlates with the energy availability in Arabidopsis
L Hartmann, P Drewe-Boß, T Wießner, G Wagner, S Geue, HC Lee, ...
The Plant Cell 28 (11), 2715-2734, 2016
The spider machine learning toolbox
J Weston, A Elisseeff, G Bakir, F Sinz
Software available at http://www. kyb. tuebingen. mpg. de/bs/people/spider, 2005
The conjoint effect of divisive normalization and orientation selectivity on redundancy reduction
F Sinz, M Bethge
22nd Annual Conference on Neural Information Processing Systems 2008, 8, 2009
Characterization of the p-generalized normal distribution
F Sinz, S Gerwinn, M Bethge
Journal of Multivariate Analysis 100 (5), 817-820, 2009
Temporal adaptation enhances efficient contrast gain control on natural images
F Sinz, M Bethge
PLoS computational biology 9 (1), 2013
Hierarchical Modeling of Local Image Features through -Nested Symmetric Distributions
M Bethge, EP Simoncelli, FH Sinz
Advances in neural information processing systems, 1696-1704, 2009
Response to Comment on “Principles of connectivity among morphologically defined cell types in adult neocortex”
X Jiang, S Shen, F Sinz, J Reimer, CR Cadwell, P Berens, AS Ecker, ...
Science 353 (6304), 1108-1108, 2016
Lp-Nested Symmetric Distributions
F Sinz, M Bethge
The Journal of Machine Learning Research, 3409-3451, 2010
DataJoint: managing big scientific data using MATLAB or Python
D Yatsenko, J Reimer, AS Ecker, EY Walker, F Sinz, P Berens, ...
BioRxiv, 031658, 2015
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