Klaus-Robert Müller

Available identifiers

zbMath Open muller.klaus-robertWikidataQ26709023 ScholiaQ26709023MaRDI QIDQ878192

List of research outcomes

Publication	Date of Publication	Type
Robustifying models against adversarial attacks by Langevin dynamics	2023-09-28	Paper
Evaluating deep transfer learning for whole-brain cognitive decoding	2023-09-27	Paper
sGDML: constructing accurate and data efficient molecular force fields using machine learning	2023-04-14	Paper
Explaining the Decisions of Convolutional and Recurrent Neural Networks	2023-03-06	Paper
Scrutinizing XAI using linear ground-truth data with suppressor variables	2022-08-10	Paper
Sharing hash codes for multiple purposes	2019-10-18	Paper
\(N\)-ary decomposition for multi-class classification	2019-06-26	Paper
Robust Common Spatial Filters with a Maxmin Approach	2019-06-12	Paper
Validity of Time Reversal for Testing Granger Causality	2019-02-07	Paper
Deep Neural Networks for No-Reference and Full-Reference Image Quality Assessment	2019-02-06	Paper
Uniqueness of Non-Gaussianity-Based Dimension Reduction	2018-07-18	Paper
https://portal.mardi4nfdi.de/entity/Q4637010	2018-04-17	Paper
Toward a Direct Measure of Video Quality Perception Using EEG	2017-10-27	Paper
https://portal.mardi4nfdi.de/entity/Q3188051	2016-08-16	Paper
Kernels, Pre-images and Optimization	2015-07-20	Paper
https://portal.mardi4nfdi.de/entity/Q5405148	2014-04-01	Paper
https://portal.mardi4nfdi.de/entity/Q5396695	2014-02-03	Paper
https://portal.mardi4nfdi.de/entity/Q5396719	2014-02-03	Paper
https://portal.mardi4nfdi.de/entity/Q2896041	2012-07-13	Paper
https://portal.mardi4nfdi.de/entity/Q2896115	2012-07-13	Paper
https://portal.mardi4nfdi.de/entity/Q3096178	2011-11-08	Paper
https://portal.mardi4nfdi.de/entity/Q3093202	2011-10-12	Paper
https://portal.mardi4nfdi.de/entity/Q3093203	2011-10-12	Paper
https://portal.mardi4nfdi.de/entity/Q3093259	2011-10-12	Paper
https://portal.mardi4nfdi.de/entity/Q3093344	2011-10-12	Paper
https://portal.mardi4nfdi.de/entity/Q3174027	2011-10-12	Paper
https://portal.mardi4nfdi.de/entity/Q3174108	2011-10-12	Paper
Machine-Learning-Based Coadaptive Calibration for Brain-Computer Interfaces	2011-03-31	Paper
Stationary Subspace Analysis	2009-03-17	Paper
Injecting noise for analysing the stability of ICA components	2008-10-16	Paper
Optimal dyadic decision trees	2007-09-20	Paper
Input-dependent estimation of generalization error under covariate shift	2007-08-10	Paper
A new algorithm of non-Gaussian component analysis with radial kernel functions	2007-04-26	Paper
Independent Component Analysis and Blind Signal Separation	2007-02-12	Paper
Nanoindentation: a suitable tool to determine local mechanical properties in microelectronic packages and materials?	2006-10-25	Paper
On the information and representation of non-Euclidean pairwise data	2006-08-16	Paper
10.1162/jmlr.2003.4.7-8.1319	2005-04-15	Paper
BLIND SOURCE SEPARATION TECHNIQUES FOR DECOMPOSING EVENT-RELATED BRAIN SIGNALS	2005-03-08	Paper
Trading Variance Reduction with Unbiasedness: The Regularized Subspace Information Criterion for Robust Model Selection in Kernel Regression	2005-01-04	Paper
Asymptotic Properties of the Fisher Kernel	2004-10-28	Paper
Kernel-Based Nonlinear Blind Source Separation	2004-09-14	Paper
10.1162/153244303765208412	2004-08-10	Paper
https://portal.mardi4nfdi.de/entity/Q4444189	2004-01-27	Paper
https://portal.mardi4nfdi.de/entity/Q4406782	2003-06-26	Paper
https://portal.mardi4nfdi.de/entity/Q4706492	2003-06-16	Paper
https://portal.mardi4nfdi.de/entity/Q4706545	2003-06-16	Paper
A New Discriminative Kernel from Probabilistic Models	2002-12-10	Paper
https://portal.mardi4nfdi.de/entity/Q4783902	2002-12-09	Paper
Identification of nonstationary dynamics in physiological recordings	2001-10-30	Paper
https://portal.mardi4nfdi.de/entity/Q2728537	2001-08-01	Paper
https://portal.mardi4nfdi.de/entity/Q4762627	2001-02-22	Paper
Soft margins for AdaBoost	2001-01-01	Paper
On the generalization ability of diluted perceptrons	1996-05-09	Paper
A finite-size scaling investigation for Q-state Hopfield models: storage capacity and basins of attraction	1993-09-23	Paper
Fittingklassen mit zusätzlichen Abschlußeigenschaften. (Fitting classes with additional closure properties)	1988-01-01	Paper
https://portal.mardi4nfdi.de/entity/Q3738569	1985-01-01	Paper

Research outcomes over time

Doctoral students

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Known relations from the MaRDI Knowledge Graph

Property	Value
MaRDI profile type	MaRDI person profile
instance of	human

This page was built for person: Klaus-Robert Müller