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Scholarly Works (6 results)
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Article
Peer Reviewed
Forster Decomposition and Learning Halfspaces with Noise
Diakonikolas, Ilias
;
Kane, Daniel M
;
Tzamos, Christos
UC San Diego Previously Published Works
(2021)
Article
Peer Reviewed
A Strongly Polynomial Algorithm for Approximate Forster Transforms and Its Application to Halfspace Learning
Diakonikolas, Ilias
;
Tzamos, Christos
;
Kane, Daniel M
UC San Diego Previously Published Works
(2023)
Article
Peer Reviewed
Learning general halfspaces with general Massart noise under the Gaussian distribution
Diakonikolas, Ilias
;
Kane, Daniel M
;
Kontonis, Vasilis
;
Tzamos, Christos
;
Zarifis, Nikos
UC San Diego Previously Published Works
(2022)
Article
Peer Reviewed
Efficiently learning halfspaces with Tsybakov noise
Diakonikolas, Ilias
;
Kane, Daniel M
;
Kontonis, Vasilis
;
Tzamos, Christos
;
Zarifis, Nikos
UC San Diego Previously Published Works
(2021)
Article
Peer Reviewed
Agnostic Proper Learning of Halfspaces under Gaussian Marginals
Diakonikolas, Ilias
;
Kane, Daniel M
;
Kontonis, Vasilis
;
Tzamos, Christos
;
Zarifis, Nikos
UC San Diego Previously Published Works
(2021)
Article
Peer Reviewed
Boosting in the Presence of Massart Noise.
Diakonikolas, Ilias
;
Impagliazzo, Russell
;
Kane, Daniel M
;
Lei, Rex
;
Sorrell, Jessica
;
Tzamos, Christos
Editor(s):
Belkin, Mikhail
;
Kpotufe, Samory
UC San Diego Previously Published Works
(2021)
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