• GaussQR

  • Referenced in 98 articles [sw28260]
  • content for the new book Kernel-Based Approximation Methods in MATLAB available from World Scientific...
  • ASKIT

  • Referenced in 11 articles [sw17470]
  • library for high-dimensional kernel summations. Kernel-based methods are a powerful tool ... statistics methods. A key bottleneck in these methods is computations involving the kernel matrix, which ... problem size. Previously, we introduced ASKIT (Approximate Skeletonization Kernel Independent Treecode), an efficient, scalable, kernel...
  • DR-ABC

  • Referenced in 3 articles [sw24742]
  • crucially influences the quality of the likelihood approximation and hence also the quality ... novel framework for this task using kernel-based distribution regression. We model the functional relationship ... loss function) of summary statistics using kernel-based distribution regression. We show that our approach ... random Fourier features framework for large-scale kernel learning. In addition to that, our framework...
  • AdaRaker

  • Referenced in 1 article [sw28403]
  • learning in environments with unknown dynamics. Kernel-based methods exhibit well-documented performance in various ... Most of them rely on a preselected kernel, whose prudent choice presumes task-specific prior ... kernels from a prescribed kernel dictionary. Leveraging the random feature approximation and its recent orthogonality...
  • KNITRO

  • Referenced in 196 articles [sw00490]
  • KNITRO is a solver for nonlinear optimization. It...
  • Matlab

  • Referenced in 13488 articles [sw00558]
  • MATLAB® is a high-level language and interactive...
  • R

  • Referenced in 9832 articles [sw00771]
  • R is a language and environment for statistical...
  • LOQO

  • Referenced in 211 articles [sw02212]
  • LOQO: An interior point code for quadratic programming...
  • LASSO

  • Referenced in 33 articles [sw02850]
  • A gradient descent algorithm for LASSO LASSO is...
  • CUDA

  • Referenced in 1324 articles [sw03258]
  • The NVIDIA® CUDA® Toolkit provides a comprehensive development...
  • UCI-ml

  • Referenced in 3397 articles [sw04074]
  • UC Irvine Machine Learning Repository. We currently maintain...
  • CPLEX

  • Referenced in 2766 articles [sw04082]
  • IBM® ILOG® CPLEX® offers C, C++, Java, .NET...
  • METIS

  • Referenced in 467 articles [sw04089]
  • METIS is a set of serial programs for...
  • Gromacs

  • Referenced in 125 articles [sw04128]
  • GROMACS is a versatile package to perform molecular...
  • TSNNLS

  • Referenced in 4 articles [sw04329]
  • Tsnnls: A solver for large sparse least squares...
  • alr3

  • Referenced in 283 articles [sw04474]
  • alr3: Data to accompany Applied Linear Regression 3rd...
  • MASS (R)

  • Referenced in 329 articles [sw04479]
  • R package MASS: Support Functions and Datasets for...
  • ggplot2

  • Referenced in 354 articles [sw04557]
  • R package ggplot2: An implementation of the Grammar...
  • KernSmooth

  • Referenced in 978 articles [sw04586]
  • Kernel smoothing refers to a general methodology for...