UPDF AI

Large-scale kernel machines

L. Bottou,O. Chapelle,D. DeCoste,J. Weston

2007 · DOI: 10.7551/mitpress/7496.001.0001
319 Citations

TLDR

This volume offers researchers and engineers practical solutions for learning from large scale datasets, with detailed descriptions of algorithms and experiments carried out on realistically large datasets, and offers information that can address the relative lack of theoretical grounding for many useful algorithms.