- Noncommutative reproducing kernel Hilbert spaces
2016/02/02 by Joseph A. Ball, Gregory Marx, Ball, Joseph A. +3 · 8 citations
Computer Science · Mathematics · #Algebra over a field #Artificial intelligence #Banach space #Computer science #Finite-rank operator #Free probability #Functional calculus #Generalization #Hilbert space #Holomorphic and Operator Theory #Holomorphic function #Holomorphic functional calculus #Kernel (algebra) #Kernel embedding of distributions #Kernel method #Mathematical analysis #Mathematical functions and polynomials #Mathematics #Matrix Theory and Algorithms #Noncommutative geometry #Pure mathematics #Representer theorem #Reproducing kernel Hilbert space #math.FA #math.OA #msc:47A60 #msc:47B32
- Reproducing Kernel Hilbert Spaces for Penalized Regression: A Tutorial
2012/02/01 by Alvaro Nosedal-Sanchez, Curtis B. Storlie, Thomas C. M. Lee +2 · 1 citation
Engineering · Mathematics · #Advanced Statistical Methods and Models #Algebra over a field #Algorithm #Applied mathematics #Artificial intelligence #Calculus (dental) #Computer science #Control Systems and Identification #Hilbert space #Kernel (algebra) #Kernel embedding of distributions #Kernel method #Mathematical optimization #Mathematics #Pure mathematics #Representer theorem #Reproducing kernel Hilbert space #Simple (philosophy) #Smoothing #Statistical Methods and Inference #Statistics #Support vector machine
- Penalized Splines and Reproducing Kernel Methods
2006/07/18 by N. D Pearce, N.D. Pearce, M. P Wand +1 · 6 citations
Computer Science · Engineering · Mathematics · #Advanced Numerical Analysis Techniques #Algebra over a field #Algorithm #Applied mathematics #Artificial intelligence #Computer science #Connection (principal bundle) #Geometry #Hilbert space #Image and Signal Denoising Methods #Kernel (algebra) #Kernel embedding of distributions #Kernel method #Mathematics #Numerical methods in inverse problems #Pure mathematics #Representer theorem #Reproducing kernel Hilbert space #Support vector machine #Theoretical computer science