Pinned Repositories
lcarratino.github.io
bless
Fast algorithm for leverage score sampling, low rank (kernel) matrix factorization and PCA
FALKON_paper
FALKON implementation used in the experimental section of "FALKON: An Optimal Large Scale Kernel Method"
batch-bkb
This repository contains an implementation of the Batch-BKB algorithm as described in the ICML 2020 paper "Near-linear time Gaussian process optimization with adaptive batching and resparsification" by Calandriello Daniele, Luigi Carratino, Alessandro Lazaric, Michal Valko and Lorenzo Rosasco
example-scripts
Example Machine Learning Scripts for Numerai's Tournament
Tutorial_Kernels_MLSS2019_London
Tutorial on Kernels (with solutions) of MLSS 2019 @ London
tutorials
slides
tutorials
luigicarratino's Repositories
luigicarratino/batch-bkb
This repository contains an implementation of the Batch-BKB algorithm as described in the ICML 2020 paper "Near-linear time Gaussian process optimization with adaptive batching and resparsification" by Calandriello Daniele, Luigi Carratino, Alessandro Lazaric, Michal Valko and Lorenzo Rosasco
luigicarratino/Tutorial_Kernels_MLSS2019_London
Tutorial on Kernels (with solutions) of MLSS 2019 @ London
luigicarratino/example-scripts
Example Machine Learning Scripts for Numerai's Tournament
luigicarratino/tutorials