Tom J. Viering

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 15

Top Topics

Manifold Regularization

Learning Curves

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Romain Egele, Felix Mohr, Tom J. Viering, Prasanna Balaprakash
The Unreasonable Effectiveness Of Early Discarding After One Epoch In Neural Network Hyperparameter Optimization. CoRR (2024)
Romain Egele, Felix Mohr, Tom J. Viering, Prasanna Balaprakash
The unreasonable effectiveness of early discarding after one epoch in neural network hyperparameter optimization. Neurocomputing 597 (2024)
Tom J. Viering, Marco Loog
The Shape of Learning Curves: A Review. IEEE Trans. Pattern Anal. Mach. Intell. 45 (6) (2023)
Marco Loog, Tom J. Viering
A Survey of Learning Curves with Bad Behavior: or How More Data Need Not Lead to Better Performance. CoRR (2022)
Felix Mohr, Tom J. Viering, Marco Loog, Jan N. van Rijn
LCDB 1.0: An Extensive Learning Curves Database for Classification Tasks. ECML/PKDD (5) (2022)
Tom J. Viering, Marco Loog
The Shape of Learning Curves: a Review. CoRR (2021)
Marco Loog, Tom J. Viering, Alexander Mey, Jesse H. Krijthe, David M. J. Tax
A Brief Prehistory of Double Descent. CoRR (2020)
Marco Loog, Tom J. Viering, Alexander Mey
Minimizers of the Empirical Risk and Risk Monotonicity. CoRR (2019)
Tom J. Viering, Alexander Mey, Marco Loog
Making Learners (More) Monotone. CoRR (2019)
Tom J. Viering, Ziqi Wang, Marco Loog, Elmar Eisemann
How to Manipulate CNNs to Make Them Lie: the GradCAM Case. CoRR (2019)
Tom J. Viering, Alexander Mey, Marco Loog
Open Problem: Monotonicity of Learning. COLT (2019)
Marco Loog, Tom J. Viering, Alexander Mey
Minimizers of the Empirical Risk and Risk Monotonicity. NeurIPS (2019)
Alexander Mey, Tom J. Viering, Marco Loog
A Distribution Dependent and Independent Complexity Analysis of Manifold Regularization. CoRR (2019)
Tom J. Viering, Jesse H. Krijthe, Marco Loog
Nuclear discrepancy for single-shot batch active learning. Mach. Learn. 108 (8-9) (2019)
Tom J. Viering, Jesse H. Krijthe, Marco Loog
Nuclear Discrepancy for Active Learning. CoRR (2017)