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Sepp Hochreiter
Results: 82

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21	Classiﬁcation, Regression, and Feature Selection on Matrix Data Sepp Hochreiter and Klaus Obermayer Department of Electrical Engineering and Computer Science Technische Universit¨at BerlinBerlin, Germany Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-04-30 01:33:38 Algebra Mathematics Linear algebra Abstract algebra Matrices Statistical classification Machine learning Support vector machine Matrix Test set Kernel method Kernel
22	FABIA: Factor Analysis for Bicluster Acquisition Sepp Hochreiter, Ulrich Bodenhofer, Martin Heusel, Andreas Mayr, Andreas Mitterecker, Adetayo Kasim, Tatsiana Khamiakova, Suzy Van Sanden, Dan Lin, Willem Talloen, Luc Bij Add to Reading List Source URL: www.iscb.org Language: English - Date: 2010-03-19 13:19:45 Bioinformatics Artificial intelligence Academia Computational biology Sepp Hochreiter Biclustering Biology Microarrays Affymetrix Generative model
23	1 Gene Selection for Microarray Data Sepp Hochreiter Klaus Obermayer Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:32:28 Biology Microarrays Chemistry Gene expression Biochemistry Bioinformatics DNA DNA microarray Microtechnology Sepp Hochreiter Gene expression profiling Feature selection
24	PDF Document Add to Reading List Source URL: www.cs.cmu.edu Language: English - Date: 2015-11-17 16:47:15 Artificial neural networks Applied mathematics Cybernetics Cognitive science Parsing Deep learning LL parser Word embedding Recursive neural network Recurrent neural network Long short-term memory Sepp Hochreiter
25	Exploiting the Japanese Toxicogenomics Project for Predictive Modelling of Drug Toxicity Djork-Arn´e Clevert1† , Martin Heusel1† , Andreas Mitterecker1 , Willem Talloen2 , Hinrich G¨ohlmann2 , J¨org Wegner2 , Andr Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2012-08-02 03:31:12 Genomics Biology Bioinformatics Molecular biology Computational biology Sepp Hochreiter Toxicology Toxicogenomics Microarrays Functional genomics In vitro Gene expression
26	Gradient Flow in Recurrent Nets: the Diﬃculty of Learning Long-Term Dependencies Sepp Hochreiter Fakult¨at f¨ ur Informatik Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2015-10-02 01:16:05 Artificial neural networks Applied mathematics Cybernetics Backpropagation through time Recurrent neural network Exponential growth Backpropagation Mathematics
27	Optimal Kernels for Unsupervised Learning Sepp Hochreiter and Klaus Obermayer Bernstein Center for Computational Neuroscience and Technische Universit¨at BerlinBerlin, Germany Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-09-23 08:37:52 Mathematical analysis Analysis Mathematics Generalized functions Fourier analysis Functional analysis Binary operations Multivariate statistics Dirac delta function Independent component analysis Distribution Normal distribution
28	Source Separation as a By-Product of Regularization Sepp Hochreiter Fakultat fur Informatik Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2013-01-23 02:19:45 Statistics Multivariate statistics Artificial neural networks Applied mathematics Machine learning Dimension reduction Signal processing Independent component analysis Principal component analysis Factorial code Pattern recognition Self-organizing map
29	P-SVM Variable Selection For Discovering Dependencies Between Genetic And Brain Imaging Data Johannes Mohr, Imke Puls, Jana Wrase, Sepp Hochreiter, Andreas Heinz and Klaus Obermayer Abstract— The joint analysis of gene Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2006-04-10 09:30:24 Statistics Genetics Biology Statistical classification Population genetics Dimension reduction Molecular biology Estimation theory Feature selection Support vector machine Single-nucleotide polymorphism Regression analysis
30	LETTER Filtering data from high-throughput experiments based on measurement reliability In the context of the plethora of data currently generated in Add to Reading List Source URL: www.bioinf.jku.at Language: English - Date: 2010-11-16 04:14:46 Psychometrics Statistics Knowledge Science Molecular biology Computational biology Sepp Hochreiter Bioinformatics Statistical hypothesis testing G factor Noise Gene expression

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