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Viliam Lisý

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Tomás Pevný

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Publications

2023
[c51]
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  - conf/esorics/JanischPL23
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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]
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  - journals/corr/abs-2305-17246
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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]
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  - journals/jmlr/MandlikRLP22
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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]
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  - journals/corr/abs-2208-02694
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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]
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  - journals/corr/abs-2105-09107
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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]
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  - journals/ml/JanischPL20
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Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with costly features as a sequential decision-making problem. Mach. Learn. 109(8): 1587-1615 (2020)
[i15]
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  - journals/corr/abs-2009-12462
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Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Symbolic Relational Deep Reinforcement Learning based on Graph Neural Networks. CoRR abs/2009.12462 (2020)
2019
[c44]
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  - conf/aaai/JanischPL19
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Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with Costly Features Using Deep Reinforcement Learning. AAAI 2019: 3959-3966
[i10]
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  - journals/corr/abs-1909-02564
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Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with Costly Features as a Sequential Decision-Making Problem. CoRR abs/1909.02564 (2019)
[i9]
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  - journals/corr/abs-1911-08756
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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]
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  - conf/gamesec/DurkotaLKHBP17
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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]
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  - journals/corr/abs-1711-07364
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Jaromír Janisch, Tomás Pevný, Viliam Lisý:
Classification with Costly Features using Deep Reinforcement Learning. CoRR abs/1711.07364 (2017)
2014
[c27]
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  - conf/pkdd/LisyKP14
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Viliam Lisý, Robert Kessl, Tomás Pevný:
Randomized Operating Point Selection in Adversarial Classification. ECML/PKDD (2) 2014: 240-255

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