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researcher

K. Malan

4 papers hereh-index 201.5k citations67 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG2
  • cs.NE2

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedHybridised Loss Functions for Improved Neural Network Generalisation

26 citations · 27 across the 3 of their papers we have counts for

collaborators
Showing cs.LGShow all

2 papers · 1 filter

cs.LG2022★ 26 cited

Hybridised Loss Functions for Improved Neural Network Generalisation

Matthew C. Dickson, Anna S. Bosman, Katherine M. Malan

Loss functions play an important role in the training of artificial neural networks (ANNs), and can affect the generalisation ability of the ANN model, among other properties. Spec…

cs.LG2020★ 1 cited

A survey of benchmarking frameworks for reinforcement learning

Belinda Stapelberg, Katherine M. Malan

Reinforcement learning has recently experienced increased prominence in the machine learning community. There are many approaches to solving reinforcement learning problems with ne…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.