Marthinus W. Theunissen

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 7

Top Topics

Linear Interpolation

Top Venues

Publications

Marthinus W. Theunissen, Coenraad Mouton, Marelie H. Davel
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. CoRR (2023)
Coenraad Mouton, Marthinus W. Theunissen, Marelie H. Davel
Input margins can predict generalization too. CoRR (2023)
Arthur E. W. Venter, Marthinus W. Theunissen, Marelie H. Davel
Pre-interpolation loss behaviour in neural networks. CoRR (2021)
Marelie H. Davel, Marthinus W. Theunissen, Arnold M. Pretorius, Etienne Barnard
DNNs as Layers of Cooperating Classifiers. AAAI (2020)
Arthur E. W. Venter, Marthinus W. Theunissen, Marelie H. Davel
Pre-interpolation Loss Behavior in Neural Networks. SACAIR (2020)
Marelie H. Davel, Marthinus W. Theunissen, Arnold M. Pretorius, Etienne Barnard
DNNs as Layers of Cooperating Classifiers. CoRR (2020)
Marthinus W. Theunissen, Marelie H. Davel, Etienne Barnard
Insights regarding overfitting on noise in deep learning. FAIR (2019)