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Jacob Abernethy
Researcher, Google Research, Google
Associate Professor, College of Computing, Georgia Institute of Technology
Joined
December 2017
Names
Jacob Abernethy
(Preferred)
,
Jacob D Abernethy
,
Jacob D. Abernethy
Emails
****@gatech.edu
(Confirmed)
,
****@google.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Career & Education History
Researcher
Google Research,
Google
(research.google.com)
2022
–
Present
Associate Professor
College of Computing,
Georgia Institute of Technology
(cc.gatech.edu)
2017
–
Present
Assistant Professor
Electrical Engineering and Computer Science,
University of Michigan
(eecs.umich.edu)
2013
–
2017
Postdoc
Department of Computer and Information Science, School of Engineering and Applied Science
(cis.upenn.edu)
2011
–
2013
PhD student
UC Berkeley, University of California Berkeley
(cs.berkeley.edu)
2006
–
2011
Advisors, Relations & Conflicts
Coauthor
Michael Wellman
Present
Postdoc Advisor
Michael Kearns
2011
–
2013
PhD Advisor
Peter Bartlett
2006
–
2011
Expertise
REU SUPP-Res Exp for Ugrd Supp
Present
Machine Learning
2004
–
2018
Publications
Multi-distribution Learning: From Worst-Case Optimality to Lexicographic Min-Max Optimality
Guanghui Wang
,
Umar Syed
,
Robert E. Schapire
,
Jacob Abernethy
ALT 2026
Readers:
Everyone
Can Transformers Reason Logically? A Study in SAT Solving
Leyan Pan
,
Vijay Ganesh
,
Jacob Abernethy
,
Chris Esposo
,
Wenke Lee
ICML 2025 poster
Readers:
Everyone
Can Transformers Reason Logically? A Study in SAT Solving
Leyan Pan
,
Vijay Ganesh
,
Jacob Abernethy
,
Chris Esposo
,
Wenke Lee
Submitted to ICLR 2025
Readers:
Everyone
No-regret dynamics in the Fenchel game: a unified framework for algorithmic convex optimization
Jun-Kun Wang
,
Jacob D. Abernethy
,
Kfir Y. Levy
Math. Program. 2024
Readers:
Everyone
Lexicographic Optimization: Algorithms and Stability
Jacob D. Abernethy
,
Robert E. Schapire
,
Umar Syed
AISTATS 2024
Readers:
Everyone
Extragradient Type Methods for Riemannian Variational Inequality Problems
Zihao Hu
,
Guanghui Wang
,
Xi Wang
,
Andre Wibisono
,
Jacob D. Abernethy
,
Molei Tao
AISTATS 2024
Readers:
Everyone
Can Transformers Reason Logically? A Study in SAT Solving
Leyan Pan
,
Vijay Ganesh
,
Jacob D. Abernethy
,
Chris Esposo
,
Wenke Lee
CoRR 2024
Readers:
Everyone
A Mechanism for Sample-Efficient In-Context Learning for Sparse Retrieval Tasks
Jacob D. Abernethy
,
Alekh Agarwal
,
Teodor Vanislavov Marinov
,
Manfred K. Warmuth
ALT 2024
Readers:
Everyone
Randomized Quantization is All You Need for Differential Privacy in Federated Learning
Yeojoon Youn
,
Zihao Hu
,
Juba Ziani
,
Jacob Abernethy
FL-ICML 2023
Readers:
Everyone
Riemannian Projection-free Online Learning
Zihao Hu
,
Guanghui Wang
,
Jacob Abernethy
NeurIPS 2023 poster
Readers:
Everyone
View all 130 publications
Co-Authors
Abhinav Sinha
Adam Rauh
Adrian Rivera Cardoso
Alekh Agarwal
Alex Chojnacki
Alexander Rakhlin
Ambuj Tewari
Andre Wibisono
Arya Farahi
Audra McMillan
Bhuvesh Kumar
Bo Waggoner
Carlos Castillo
Chansoo Lee
Chenfanfu Jiang
Chengyu Dai
Chi-Heng Lin
Chien-Ju Ho
Chris Esposo
Chris Russell
Christopher M. Oswalt
Christopher W. Woodall
Cyrus Anderson
Daniel T. Zhang
David Coyle
View all 132 co-authors