Tomas Pevny

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Publications (67)

• Explicit Optimization of min max Steganographic Game
  IEEE Transactions on Information Forensics and Security 2021 DOI: 10.1109/TIFS.2020.3021913
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• Anomaly explanation with random forests
  Expert Systems with Applications 2020 DOI: 10.1016/j.eswa.2020.113187
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• Classification with costly features as a sequential decision-making problem
  Machine Learning 2020 DOI: 10.1007/s10994-020-05874-8
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• Classification with costly features using deep reinforcement learning
  ALA 2018 - Adaptive Learning Agents - Workshop at the Federated AI Meeting 2018 2020
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• Detection of Alfvén Eigenmodes on COMPASS with Generative Neural Networks
  Fusion Science and Technology 2020 DOI: 10.1080/15361055.2020.1820805
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• IH&MMSEC 2020 Program Chair's Welcome
  IH and MMSec 2020 - Proceedings of the 2020 ACM Workshop on Information Hiding and Multimedia Security 2020
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• Loss functions for clustering in multi-instance learning
  CEUR Workshop Proceedings 2020
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• Joint detection of malicious domains and infected clients
  Machine Learning 2019 DOI: 10.1007/s10994-019-05789-z
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• Exploiting adversarial embeddings for better steganography
  IH and MMSec 2019 - Proceedings of the ACM Workshop on Information Hiding and Multimedia Security 2019 DOI: 10.1145/3335203.3335737
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• Classification with costly features using deep reinforcement learning
  33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019 2019
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