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Regularization
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#	Item
541	Sparse methods for machine learning Francis Bach Willow project, INRIA - Ecole Normale Sup´erieure Add to Reading List Source URL: www.di.ens.fr Language: English - Date: 2010-06-14 19:24:18 Learning Linear algebra Regularization Supervised learning Kernel methods Norm Kernel trick Sparse matrix Statistics Machine learning Artificial intelligence
542	Systemic remodeling of the redox regulatory network due to RNAi perturbations of glutaredoxin 1, thioredoxin 1, and glucose-6-phosphate dehydrogenase Add to Reading List Source URL: www.ncbi.nlm.nih.gov Language: English Gene regulatory network Bayesian linear regression Bayes factor Bayesian inference Regularization Linear regression Empirical Bayes method Mutual information Regression analysis Statistics Bayesian statistics Bayesian network
543	SCOWLP update: 3D classification of protein-protein, -peptide, -saccharide and -nucleic acid interactions, and structure-based binding inferences across folds Add to Reading List Source URL: www.ncbi.nlm.nih.gov Language: English Econometrics Regression analysis Molecular biology Single-nucleotide polymorphism Regularization Genome-wide association study Haploview Feature selection Linear regression Statistics Biology Genetics
544	SCOWLP update: 3D classification of protein-protein, -peptide, -saccharide and -nucleic acid interactions, and structure-based binding inferences across folds Add to Reading List Source URL: www.ncbi.nlm.nih.gov Language: English Estimation theory Parametric statistics Mathematical optimization Linear regression Ordinary least squares Genetic algorithm Least squares Lasso Regularization Statistics Regression analysis Econometrics
545	't Hooft G & Veitman M. Regularization and renormalization of gauge fields. Nucl. Phys. B 44:[removed], l972. Add to Reading List Source URL: garfield.library.upenn.edu Language: English - Date: 2003-09-24 16:50:33 Summability methods Mathematical physics Theoretical physics Renormalization Regularization Gauge theory Yang–Mills theory Dimensional regularization Gauge boson Physics Quantum field theory Particle physics
546	Regularization Paths for Generalized Linear Models via Coordinate Descent Jerome Friedman Add to Reading List Source URL: www.stanford.edu Language: English - Date: 2009-04-29 18:58:36 Linear regression Logistic regression Least squares Regularization Multinomial logit Linear model Iteratively reweighted least squares Tikhonov regularization Statistics Regression analysis Elastic net regularization
547	Regularization via Spectral Filtering Lorenzo Rosasco MIT, 9.520 Class 7 Add to Reading List Source URL: www.mit.edu Language: English - Date: 2013-09-25 12:26:16 Physics Estimation theory Inverse problems Numerical analysis Tikhonov regularization Regularization Well-posed problem Stability Hilbert space Mathematics Linear algebra Mathematical analysis
548	Optics Communications[removed]–49 www.elsevier.com/locate/optcom Add to Reading List Source URL: www.ccbb.pitt.edu Language: English - Date: 2013-11-27 16:21:09 Deconvolution Applied mathematics Science Point spread function Microscopy Unsharp masking Linear least squares Regularization Noise reduction Image processing Signal processing Statistics
549	On the Convergence Properties of Contrastive Divergence Ilya Sutskever Add to Reading List Source URL: machinelearning.wustl.edu Language: English - Date: 2013-05-08 21:55:22 Quantum field theory Summability methods Neural networks Boltzmann machine Regularization Gradient Mathematical analysis Calculus Mathematics
550	L1 AND L2 REGULARIZATION FOR MULTICLASS HINGE LOSS MODELS Robert C. Moore and John DeNero Google Research Add to Reading List Source URL: www.ttic.edu Language: English - Date: 2013-09-11 11:03:38 Learning Artificial intelligence Regularization Limited-memory BFGS Support vector machine Solid modeling Hinge loss Orthant-wise limited-memory quasi-Newton Machine learning Statistics Statistical classification

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