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Mohr, Felix
12 publications
NeurIPS
2025
Credal Prediction Based on Relative Likelihood
Timo Löhr
,
Paul Hofman
,
Felix Mohr
,
Eyke Hüllermeier
NeurIPS
2025
LCDB 1.1: A Database Illustrating Learning Curves Are More Ill-Behaved than Previously Thought
Cheng Yan
,
Felix Mohr
,
Tom Julian Viering
MLJ
2024
Learning Curves for Decision Making in Supervised Machine Learning: A Survey
Felix Mohr
,
Jan N. van Rijn
MLJ
2023
Naive Automated Machine Learning
Felix Mohr
,
Marcel Wever
JAIR
2023
Towards Green Automated Machine Learning: Status Quo and Future Directions
Tanja Tornede
,
Alexander Tornede
,
Jonas Hanselle
,
Felix Mohr
,
Marcel Wever
,
Eyke Hüllermeier
ECML-PKDD
2022
LCDB 1.0: An Extensive Learning Curves Database for Classification Tasks
Felix Mohr
,
Tom J. Viering
,
Marco Loog
,
Jan N. van Rijn
NeurIPS
2022
Meta-Album: Multi-Domain Meta-Dataset for Few-Shot Image Classification
Ihsan Ullah
,
Dustin Carrión-Ojeda
,
Sergio Escalera
,
Isabelle Guyon
,
Mike Huisman
,
Felix Mohr
,
Jan N. van Rijn
,
Haozhe Sun
,
Joaquin Vanschoren
,
Phan Anh Vu
ICMLW
2021
Replacing the Ex-Def Baseline in AutoML by Naive AutoML
Felix Mohr
,
Marcel Wever
AAAI
2021
Single Player Monte-Carlo Tree Search Based on the Plackett-Luce Model
Felix Mohr
,
Viktor Bengs
,
Eyke Hüllermeier
ICMLW
2021
Towards Model Selection Using Learning Curve Cross-Validation
Felix Mohr
,
Jan N. van Rijn
ACML
2020
Run2Survive: A Decision-Theoretic Approach to Algorithm Selection Based on Survival Analysis
Alexander Tornede
,
Marcel Wever
,
Stefan Werner
,
Felix Mohr
,
Eyke Hüllermeier
MLJ
2018
ML-Plan: Automated Machine Learning via Hierarchical Planning
Felix Mohr
,
Marcel Wever
,
Eyke Hüllermeier