Bibliography#

For more information about algorithms implemented in oneAPI Data Analytics Library (oneDAL), refer to the following publications:

OpenCLSpec

Khronos OpenCL Working Group, The OpenCL Specification Version:2.1 Document Revision:24 Available from opencl-2.1.pdf

SYCLSpec

Khronos®OpenCL™ Working Group — SYCL™ subgroup, SYCL™ Specification SYCL™ integrates OpenCL™ devices with modern C++, Version 1.2.1 Available from sycl-1.2.1.pdf

Lloyd82

Stuart P Lloyd. Least squares quantization in PCM. IEEE Transactions on Information Theory 1982, 28 (2): 1982pp: 129–137.

Bro07

Bro, R.; Acar, E.; Kolda, T. Resolving the sign ambiguity in the singular value decomposition. SANDIA Report, SAND2007-6422, Unlimited Release, October, 2007.

Bentley80

J. L. Bentley. Multidimensional Divide and Conquer. Communications of the ACM, 23(4):214–229, 1980.

Friedman17

J. Friedman, T. Hastie, R. Tibshirani. The Elements of Statistical Learning Data Mining, Inference, and Prediction. Springer, 2017.

Zhang04

T. Zhang. Solving Large Scale Linear Prediction Problems Using Stochastic Gradient Descent Algorithms. ICML 2004: Proceedings Of The Twenty-First International Conference On Machine Learning, 919–926, 2004.

Lang87

  1. Lang. Linear Algebra. Springer-Verlag New York, 1987.

Ping14

Ping Tak Peter and Eric Polizzi. FEAST as a Subspace Iteration Eigensolver Accelerated by Approximate Spectral Projection. 2014.

Demmel90

J. W. Demmel and W. Kahan. Accurate singular values of bidiagonal matrices. SIAM J. Sci. Stat. Comput., 11 (1990), pp. 873-912.