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Scholarly Works (5 results)
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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
Super Non-singular Decompositions of Polynomials and Their Application to Robustly Learning Low-Degree PTFs
Diakonikolas, Ilias
;
Kane, Daniel M
;
Kontonis, Vasilis
;
Liu, Sihan
;
Zarifis, Nikos
UC San Diego Previously Published Works
(2024)
Article
Peer Reviewed
Efficient Testable Learning of Halfspaces with Adversarial Label Noise
Diakonikolas, Ilias
;
Kane, Daniel M
;
Kontonis, Vasilis
;
Liu, Sihan
;
Zarifis, Nikos
UC San Diego Previously Published Works
(2023)
Article
Peer Reviewed
Near-Optimal Bounds for Learning Gaussian Halfspaces with Random Classification Noise
Diakonikolas, Ilias
;
Diakonikolas, Jelena
;
Kane, Daniel M
;
Wang, Puqian
;
Zarifis, Nikos
UC San Diego Previously Published Works
(2023)
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