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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 = doktorand | | position = doktorand | ||
| 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: | ||
=== Výučba === | === Výučba === | ||
− | + | ([http://dai.fmph.uniba.sk/~kuzma/teaching Minulé semestre].) | |
=== Výskum === | === Výskum === | ||
− | * | + | * deep learning |
+ | * postupné učenie | ||
+ | * dynamika hlbokých neurónových sietí | ||
+ | * interpretácia hlbokých neurónových sietí | ||
=== Publikácie === | === Publikácie === | ||
− | * | + | * Tomáš Kuzma a Igor Farkaš. Automatická tvorba učebných plánov pre strojové učenie. Konferencia Kognícia a umelý život (KUŽ), Trenčianske Teplice, Slovakia, May 25-28, 2015. V konferenčnom zborníku, strany 99–102. |
+ | |||
+ | * Tomáš Kuzma a 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. V konferenčnom zborníku, strany 4420–4427. | ||
+ | |||
+ | * Tomáš Kuzma a Igor Farkaš. Embedding Complexity of Learned Representations in Neural Networks. International Conference on Artificial Neural Networks (ICANN), Münich, Germany, September 17-19, 2019. V konferenčnom zborníku, 2. diel, strany 518–528. | ||
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Aktuálna revízia z 10:59, 20. september 2019
Tomáš Kuzma
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Výučba
Výskum
- deep learning
- postupné učenie
- dynamika hlbokých neurónových sietí
- interpretácia hlbokých neurónových sietí
Publikácie
- Tomáš Kuzma a Igor Farkaš. Automatická tvorba učebných plánov pre strojové učenie. Konferencia Kognícia a umelý život (KUŽ), Trenčianske Teplice, Slovakia, May 25-28, 2015. V konferenčnom zborníku, strany 99–102.
- Tomáš Kuzma a 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. V konferenčnom zborníku, strany 4420–4427.
- Tomáš Kuzma a Igor Farkaš. Embedding Complexity of Learned Representations in Neural Networks. International Conference on Artificial Neural Networks (ICANN), Münich, Germany, September 17-19, 2019. V konferenčnom zborníku, 2. diel, strany 518–528.