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
Advisors: 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