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ORCIDViliam Lisý
- > Home > Persons > Viliam Lisý
Publications
- 2024
[j15]Jaromír Janisch
, Tomás Pevný, Viliam Lisý:
Classification with costly features in hierarchical deep sets. Mach. Learn. 113(7): 4487-4522 (2024)- 2023
- [c51]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios. ESORICS Workshops (2) 2023: 589-608 - [i26]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
NASimEmu: Network Attack Simulator & Emulator for Training Agents Generalizing to Novel Scenarios. CoRR abs/2305.17246 (2023) - 2022
- [j12]Simon Mandlík, Matej Racinsky, Viliam Lisý, Tomás Pevný:
JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data. J. Mach. Learn. Res. 23: 298:1-298:5 (2022) - [i23]Tomás Pevný, Viliam Lisý, Branislav Bosanský, Petr Somol, Michal Pechoucek:
Explaining Classifiers Trained on Raw Hierarchical Multiple-Instance Data. CoRR abs/2208.02694 (2022) - 2021
- [i20]Simon Mandlík, Matej Racinsky, Viliam Lisý, Tomás Pevný:
Mill.jl and JsonGrinder.jl: automated differentiable feature extraction for learning from raw JSON data. CoRR abs/2105.09107 (2021) - 2020
- [j9]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with costly features as a sequential decision-making problem. Mach. Learn. 109(8): 1587-1615 (2020) - [i15]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks. CoRR abs/2009.12462 (2020) - 2019
- [c44]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with Costly Features Using Deep Reinforcement Learning. AAAI 2019: 3959-3966 - [i10]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with Costly Features as a Sequential Decision-Making Problem. CoRR abs/1909.02564 (2019) - [i9]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Deep Reinforcement Learning with Explicitly Represented Knowledge and Variable State and Action Spaces. CoRR abs/1911.08756 (2019) - 2017
- [c39]Karel Durkota, Viliam Lisý, Christopher Kiekintveld, Karel Horák, Branislav Bosanský, Tomás Pevný:
Optimal Strategies for Detecting Data Exfiltration by Internal and External Attackers. GameSec 2017: 171-192 - [i4]Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with Costly Features using Deep Reinforcement Learning. CoRR abs/1711.07364 (2017) - 2014
- [c27]Viliam Lisý, Robert Kessl, Tomás Pevný:
Randomized Operating Point Selection in Adversarial Classification. ECML/PKDD (2) 2014: 240-255
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