Florent Krzakala
Home
Publications
Talks
Teaching
SPHINX group
Contact
CV
Kernel methods;nonparametric estimation;optical computing;random features;kernel ridge regression
Kernel Computations from Large-Scale Random Features Obtained by Optical Processing Units
Approximating kernel functions with random features (RFs) has been a successful application of random projections for nonparametric estimation. However, performing random projections presents computational challenges for large-scale problems. …
Cite
×