(aktualizované pre letný semester)
(Update for 2019/2020.)
 
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=== Teaching ===
 
=== Teaching ===
  
 
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([http://dai.fmph.uniba.sk/~kuzma/teaching Past semesters].)
* [http://dai.fmph.uniba.sk/~kuzma/courses/neuro/ Neural Networks (2-AIN-132/15)]
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* [https://dai.fmph.uniba.sk/w/Course:Tatrabot/sk Computer Principles – System Programming (1-AIN-186/15)]
+
 
+
([http://dai.fmph.uniba.sk/~kuzma/teaching All semesters].)
+
  
 
=== Research ===
 
=== Research ===
  
* curriculum learning
 
 
* deep learning
 
* deep learning
* recurrent networks
+
* curriculum learning
 +
* dynamics of neural networks
 +
* interpreting neural network
  
 
=== Publications ===
 
=== Publications ===
  
* Kuzma T., Farkaš I.: Automatická tvorba učebných plánov pre strojové učenie. In ''Kognícia a umelý život''. 99–102. 2015.
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* Tomáš Kuzma and Igor Farkaš. Automatická tvorba učebných plánov pre strojové učenie. Konferencia Kognícia a umelý život (KUŽ), Trenčianske Teplice, Slovakia, May 25-28, 2015. In proceedings, pages 99–102.
 +
 
 +
* Tomáš Kuzma and Igor Farkaš. Computational Analysis of Learned Representations in Deep Neural Network Classifiers. 2018 International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brazil, July 8-13, 2018. In proceedings, pages 4420–4427.
 +
 
 +
* Tomáš Kuzma and Igor Farkaš. Embedding Complexity of Learned Representations in Neural Networks. International Conference on Artificial Neural Networks (ICANN), Münich, Germany, September 17-19, 2019. In proceedings, volume 2, pages 518–528.
  
 
}}
 
}}

Latest revision as of 10:54, 20 September 2019

Tomáš Kuzma

Tomáš Kuzma
Name: Mgr. Tomáš Kuzma
doctoral student
Email: kuzma@fmph.uniba.sk
Office: I-5
Address: Mgr. Tomáš Kuzma
Department of Applied Informatics
FMFI UK
Mlynská dolina
824 48 Bratislava
Slovakia
Web: http://dai.fmph.uniba.sk/~kuzma/

Teaching

(Past semesters.)

Research

  • deep learning
  • curriculum learning
  • dynamics of neural networks
  • interpreting neural network

Publications

  • Tomáš Kuzma and Igor Farkaš. Automatická tvorba učebných plánov pre strojové učenie. Konferencia Kognícia a umelý život (KUŽ), Trenčianske Teplice, Slovakia, May 25-28, 2015. In proceedings, pages 99–102.
  • Tomáš Kuzma and Igor Farkaš. Computational Analysis of Learned Representations in Deep Neural Network Classifiers. 2018 International Joint Conference on Neural Networks (IJCNN), Rio de Janeiro, Brazil, July 8-13, 2018. In proceedings, pages 4420–4427.
  • Tomáš Kuzma and Igor Farkaš. Embedding Complexity of Learned Representations in Neural Networks. International Conference on Artificial Neural Networks (ICANN), Münich, Germany, September 17-19, 2019. In proceedings, volume 2, pages 518–528.

Responsible for pages: