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Michael J O'Neill
Assistant Professor, Statistics and Operations Research, University of North Carolina at Chapel Hill
Joined
May 2022
Names
Michael J O'Neill
(Preferred)
,
Michael O'Neill
Emails
****@lehigh.edu
(Confirmed)
,
****@unc.edu
(Confirmed)
Personal Links
Homepage
Google Scholar
ORCID
Career & Education History
Assistant Professor
Statistics and Operations Research,
University of North Carolina at Chapel Hill
(unc.edu)
2022
–
Present
Postdoc
Industrial and Systems Engineering,
Lehigh University
(lehigh.edu)
2020
–
2022
PhD student
Computer Sciences,
University of Wisconsin - Madison
(wisc.edu)
2014
–
2020
Advisors, Relations & Conflicts
Postdoc Advisor
Frank E Curtis
2020
–
2022
PhD Advisor
Stephen J Wright
2014
–
2020
Expertise
nonconvex optimization
Present
stochastic optimization
Present
federated learning
2021
–
2022
optimization for machine learning
2014
–
2022
Publications
A Newton-CG algorithm with complexity guarantees for smooth unconstrained optimization
Clément W. Royer
,
Michael O'Neill
,
Stephen J. Wright
2020 (modified: 16 May 2025)
Math. Program. 2020
Readers:
Everyone
Co-Authors
Clément W. Royer
Stephen J. Wright