Overparameterized classification problems: How many support vectors do I have, and do increasing margins bode well for generalization?

Adhyyan Narang

EECS Department
University of California, Berkeley
Technical Report No. UCB/EECS-2020-116
May 29, 2020

http://www2.eecs.berkeley.edu/Pubs/TechRpts/2020/EECS-2020-116.pdf

Advisor: Anant Sahai


BibTeX citation:

@mastersthesis{Narang:EECS-2020-116,
    Author = {Narang, Adhyyan},
    Title = {Overparameterized classification problems: How many support vectors do I have, and do increasing margins bode well for generalization?},
    School = {EECS Department, University of California, Berkeley},
    Year = {2020},
    Month = {May},
    URL = {http://www2.eecs.berkeley.edu/Pubs/TechRpts/2020/EECS-2020-116.html},
    Number = {UCB/EECS-2020-116}
}

EndNote citation:

%0 Thesis
%A Narang, Adhyyan
%T Overparameterized classification problems: How many support vectors do I have, and do increasing margins bode well for generalization?
%I EECS Department, University of California, Berkeley
%D 2020
%8 May 29
%@ UCB/EECS-2020-116
%U http://www2.eecs.berkeley.edu/Pubs/TechRpts/2020/EECS-2020-116.html
%F Narang:EECS-2020-116