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Edward Bergman
Researcher, Albert-Ludwigs-Universität Freiburg
Joined
May 2021
Names
Edward Bergman
(Preferred)
,
Eddie Bergman
Emails
****@gmail.com
(Confirmed)
Personal Links
Homepage
LinkedIn
Career & Education History
Researcher
Albert-Ludwigs-Universität Freiburg
(uni-freiburg.de)
2021
–
Present
PhD student
University of Siegen
(uni-siegen.de)
2020
–
2021
Undergrad student
Trinity College, Dublin
(tcd.ie)
2015
–
2019
Advisors, Relations & Conflicts
Coauthor
Marius Lindauer
2021
–
Present
PhD Advisor
Frank Hutter
2021
–
Present
Coauthor
Neeratyoy Mallik
2021
–
Present
Coauthor
Matthias Feurer
2021
–
Present
Coauthor
Katharina Eggensperger
2021
–
Present
Coauthor
Noor Awad
2021
–
Present
Coauthor
Rene Sass
2021
–
2022
PhD Advisor
Joeran Beel
2020
–
2021
Coworker
Nathan Buskulic
2020
–
2021
Expertise
HPO
2021
–
Present
Automated Machine Learning
2019
–
Present
Deep learning
2019
–
Present
Publications
Can Fairness be Automated? Guidelines and Opportunities for Fairness-aware AutoML
Hilde J. P. Weerts
,
Florian Pfisterer
,
Matthias Feurer
,
Katharina Eggensperger
,
Edward Bergman
,
Noor H. Awad
,
Joaquin Vanschoren
,
Mykola Pechenizkiy
,
Bernd Bischl
,
Frank Hutter
Published: 01 Jan 2023, Last Modified: 11 May 2023
CoRR 2023
Readers:
Everyone
Mind the Gap: Measuring Generalization Performance Across Multiple Objectives
Matthias Feurer
,
Katharina Eggensperger
,
Edward Bergman
,
Florian Pfisterer
,
Bernd Bischl
,
Frank Hutter
Published: 01 Jan 2023, Last Modified: 11 May 2023
IDA 2023
Readers:
Everyone
PriorBand: HyperBand + Human Expert Knowledge
Neeratyoy Mallik
,
Carl Hvarfner
,
Danny Stoll
,
Maciej Janowski
,
Eddie Bergman
,
Marius Lindauer
,
Luigi Nardi
,
Frank Hutter
Published: 21 Oct 2022, Last Modified: 05 May 2023
NeurIPS 2022 Workshop MetaLearn Poster
Readers:
Everyone
Mind the Gap: Measuring Generalization Performance Across Multiple Objectives
Matthias Feurer
,
Katharina Eggensperger
,
Edward Bergman
,
Florian Pfisterer
,
Bernd Bischl
,
Frank Hutter
Published: 01 Jan 2022, Last Modified: 11 May 2023
CoRR 2022
Readers:
Everyone
Siamese Meta-Learning and Algorithm Selection with 'Algorithm-Performance Personas' [Proposal]
Joeran Beel
,
Bryan Tyrell
,
Edward Bergman
,
Andrew Collins
,
Shahad Nagoor
Published: 01 Jan 2020, Last Modified: 12 May 2023
CoRR 2020
Readers:
Everyone
Co-Authors
Andrew Collins
Bernd Bischl
Bryan Tyrell
Carl Hvarfner
Danny Stoll
Florian Pfisterer
Frank Hutter
Hilde J. P. Weerts
Joaquin Vanschoren
Joeran Beel
Katharina Eggensperger
Luigi Nardi
Maciej Janowski
Marius Lindauer
Matthias Feurer
Mykola Pechenizkiy
Neeratyoy Mallik
Noor H. Awad
Shahad Nagoor