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| fullname = Mgr. Tomáš Kuzma | | fullname = Mgr. Tomáš Kuzma | ||
| caption = Tomáš Kuzma | | caption = Tomáš Kuzma | ||
| − | | image = | + | | image = Kuzma.jpg |
| section = | | section = | ||
| position = doctoral student | | position = doctoral student | ||
| phone = | | phone = | ||
| − | | room = I- | + | | room = I-5 |
| email = kuzma[[Image:zavinac.gif|@]]fmph.uniba.sk | | email = kuzma[[Image:zavinac.gif|@]]fmph.uniba.sk | ||
| web = http://dai.fmph.uniba.sk/~kuzma/ | | web = http://dai.fmph.uniba.sk/~kuzma/ | ||
| Riadok 13: | Riadok 13: | ||
=== Teaching === | === Teaching === | ||
| − | + | ([http://dai.fmph.uniba.sk/~kuzma/teaching Past semesters].) | |
=== Research === | === Research === | ||
* deep learning | * 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. | ||
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Aktuálna revízia z 10:54, 20. september 2019
Tomáš Kuzma
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Teaching
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.