Home Research-feed Channel Rankings GCT THU AI TR Open Data Must Reading

views: 8

Nikos Zarifis

Ph.D

the Computer Sciences Department of University of Wisconsin-Madison

Sign in to view more

Show Academic Trajectory

Ego Network

D-Core

Research Interests

Author Statistics

Experience

Education

Bio

I am interested in algorithms and in theoretical machine learning.

Papers6 papers

Sort

By YearBy Citation

Learning Halfspaces with Massart Noise Under Structured Distributions

Diakonikolas Ilias,Kontonis Vasilis,Tzamos Christos,Zarifis Nikos

COLT, pp.1486-1513, (2020)

EIBibtex

Learning Halfspaces with Tsybakov Noise

Diakonikolas Ilias,Kontonis Vasilis,Tzamos Christos,Zarifis Nikos

Bibtex

Non-Convex SGD Learns Halfspaces with Adversarial Label Noise

Diakonikolas Ilias,Kontonis Vasilis,Tzamos Christos,Zarifis Nikos

NIPS 2020, (2020)

EIBibtex

Algorithms and SQ Lower Bounds for PAC Learning One-Hidden-Layer ReLU Networks

Ilias Diakonikolas,Daniel M. Kane,Vasilis Kontonis,Nikos Zarifis

COLT, pp.1514-1539, (2020)

EIBibtex

Near-Optimal SQ Lower Bounds for Agnostically Learning Halfspaces and ReLUs under Gaussian Marginals

Ilias Diakonikolas,Daniel M. Kane,Nikos Zarifis

NIPS 2020, (2020)

EIBibtex

A Polynomial Time Algorithm for Learning Halfspaces with Tsybakov Noise

Ilias Diakonikolas, Daniel M. Kane,Vasilis Kontonis,Christos Tzamos,Nikos Zarifis

Bibtex

View All

Base Info Papers Patents Projects