Managing Diversity in Regression

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Regularized Discriminant Analysis, Ridge Regression and

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SVMTorch: Support Vector Machines for Large-Scale Regression Problems     (Kernel Machines Section).pdf

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A New Probabilistic Approach in Rank Regression with Optimal Bayesian Partitioning     (Special Topic

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Deterministic Error Analysis of Support Vector Regression and Related Regularized Kernel

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Random Walk Kernels and Learning Curves for Gaussian Process Regression on Random

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Regression on Fixed-Rank Positive Semidefinite Matrices: A Riemannian

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How to Solve Classification and Regression Problems on High-Dimensional Data with a Supervised Extension

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Multivariate Convex Regression with Adaptive

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Regression...7ed 2012

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