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Marthinus Wilhelmus Theunissen
Marthinus Wilhelmus Theunissen
Verified email at nwu.ac.za - Homepage
Title
Cited by
Cited by
Year
DNNs as layers of cooperating classifiers
M Davel, M Theunissen, A Pretorius, E Barnard
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3725-3732, 2020
112020
Insights regarding overfitting on noise in deep learning.
MW Theunissen, MH Davel, E Barnard
FAIR, 49-63, 2019
82019
Benign interpolation of noise in deep learning
MW Theunissen, MH Davel, E Barnard
South African Computer Journal 32 (2), 80-101, 2020
52020
Pre-interpolation loss behavior in neural networks
AEW Venter, MW Theunissen, MH Davel
Southern African Conference for Artificial Intelligence Research, 296-309, 2020
22020
Input margins can predict generalization too
C Mouton, MW Theunissen, MH Davel
Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14379 …, 2024
12024
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs
MW Theunissen, C Mouton, MH Davel
Southern African Conference for Artificial Intelligence Research, 78-92, 2022
12022
Generalization in deep learning: bilateral synergies in MLP learning
MW Theunissen
North-West University (South Africa)., 2021
2021
Raw coal ore classification using image segmentation methods
MW Theunissen
North-West University, 2018
2018
Knowledge Discovery in Time Series Data
MH Davel, S Lotz, MW Theunissen, A de Villiers, C Grant, R Rabe, ...
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