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researcher

Michael Kolle

25 papers hereh-index 7151 citations27 works total

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

author position
  • first author10
  • middle author15

Across the 25 of 25 papers where every author was matched, so the position is known.

fields
  • quant-ph16
  • cs.AI2
  • cs.CV2
  • cs.MA2
  • cs.LG1
  • cs.NE1

identity via Semantic Scholar / OpenAlex

activity
20222026
most citedMulti-Agent Quantum Reinforcement Learning using Evolutionary Optimization

6 citations · 15 across the 25 of their papers we have counts for

collaborators
Showing 2022Show all

2 papers · 1 filter

cs.CV2022

VoronoiPatches: Evaluating A New Data Augmentation Method

Steffen Illium, Gretchen Griffin, Michael Kölle +3

Overfitting is a problem in Convolutional Neural Networks (CNN) that causes poor generalization of models on unseen data. To remediate this problem, many new and diverse data augme…

cs.NE2022

Constructing Organism Networks from Collaborative Self-Replicators

Steffen Illium, Maximilian Zorn, Cristian Lenta +3

We introduce organism networks, which function like a single neural network but are composed of several neural particle networks; while each particle network fulfils the role of a…

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