- Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels
2023/10/08 by Fan He, Mingzhen He, He, Fan +7 · 1 citation
Computer Science · Mathematics · #Artificial intelligence #Artificial neural network #Bottleneck #Computer science #Face and Expression Recognition #Flexibility (engineering) #Kernel (algebra) #Kernel method #Machine Learning and ELM #Machine learning #Mathematics #Neural Networks and Applications #Radial basis function #Radial basis function kernel #Statistics #Support vector machine #Tree kernel
- Kernel Learning For Sound Field Estimation With L1 and L2 Regularizations
2021/10/11 by Ryosuke Horiuchi, Shoichi Koyama, Horiuchi, Ryosuke +7 · 3 citations
Computer Science · Engineering · Mathematics · #Acoustic Wave Phenomena Research #Acoustics #Aerodynamics and Acoustics in Jet Flows #Algorithm #Artificial intelligence #Computer science #Discretization #Field (mathematics) #Interpolation (computer graphics) #Kernel (algebra) #Kernel embedding of distributions #Kernel method #Kernel smoother #Mathematical analysis #Mathematical optimization #Mathematics #Microphone #Pattern recognition (psychology) #Radial basis function kernel #Regularization (linguistics) #Speech and Audio Processing #Support vector machine #Variable kernel density estimation #Weighting #cs.SD #eess.AS
- Variational Gram Functions: Convex Analysis and Optimization
2015/07/16 by Amin Jalali, Jalali, Amin, Maryam Fazel +3 · 1 citation
Computer Science · Engineering · Mathematics · Medicine · #Artificial intelligence #Computer science #Conic optimization #Convex analysis #Convex optimization #Convexity #Discrete mathematics #Disjoint sets #FOS: Computer and information sciences #FOS: Mathematics #Kernel (algebra) #Kernel method #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical optimization #Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Optimization problem #Orthogonality #Proper convex function #Radial basis function kernel #Regular polygon #Representer theorem #Simple (philosophy) #Sparse and Compressive Sensing Techniques #Subderivative #Support vector machine #Systemic Lupus Erythematosus Research #cs.LG #math.OC #stat.ML
- Kernel Methods for Estimating the Utilization Distribution in Home‐Range Studies
1989/02/01 by B. J. Worton, Bruce J. Worton · 115 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Environmental Science · Mathematics · Veterinary · #Animal Behavior and Welfare Studies #Computer science #Econometrics #Engineering #Genetic and phenotypic traits in livestock #Kernel (algebra) #Kernel embedding of distributions #Kernel method #Kernel smoother #Machine learning #Mathematics #Nonparametric statistics #Radial basis function kernel #Range (aeronautics) #Simple (philosophy) #Smoothing #Statistics #Variable kernel density estimation #Wildlife Ecology and Conservation