Wiskott, Laurenz

13 publications

MLJ 2020 Improved Graph-Based SFA: Information Preservation Complements the Slowness Principle Alberto N. Escalante-B., Laurenz Wiskott

ACML 2019 Gradient-Based Training of Slow Feature Analysis by Differentiable Approximate Whitening Merlin Schüler, Hlynur Davíð Hlynsson, Laurenz Wiskott

MLJ 2017 Graph-Based Predictable Feature Analysis Björn Weghenkel, Asja Fischer, Laurenz Wiskott

JMLR 2016 How to Center Deep Boltzmann Machines Jan Melchior, Asja Fischer, Laurenz Wiskott

JMLR 2016 Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs Alberto N. Escalante-B., Laurenz Wiskott

JMLR 2014 An Extension of Slow Feature Analysis for Nonlinear Blind Source Separation Henning Sprekeler, Tiziano Zito, Laurenz Wiskott

ICLR 2014 Modeling Correlations in Spontaneous Activity of Visual Cortex with Centered Gaussian-Binary Deep Boltzmann Machines Nan Wang, Laurenz Wiskott, Dirk Jancke

JMLR 2013 How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension of Slow Feature Analysis Alberto N. Escalante-B., Laurenz Wiskott

ICCV 2011 Slow Feature Analysis and Decorrelation Filtering for Separating Correlated Sources Ha Quang Minh, Laurenz Wiskott

NeurIPS 2004 Nonlinear Blind Source Separation by Integrating Independent Component Analysis and Slow Feature Analysis Tobias Blaschke, Laurenz Wiskott

NeCo 2003 Slow Feature Analysis: A Theoretical Analysis of Optimal Free Responses Laurenz Wiskott

NeCo 2002 Slow Feature Analysis: Unsupervised Learning of Invariances Laurenz Wiskott, Terrence J. Sejnowski

NeCo 1998 Constrained Optimization for Neural mAP Formation: A Unifying Framework for Weight Growth and Normalization Laurenz Wiskott, Terrence J. Sejnowski