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Journal Articles
- 2023
[j1]Anton Khritankov
:
Positive feedback loops lead to concept drift in machine learning systems. Appl. Intell. 53(19): 22648-22666 (2023)
Conference and Workshop Papers
- 2023
- [c7]Sofia Iakusheva, Anton Khritankov:
Metamorphic Testing for Recommender Systems. AIST 2023: 281-293 - 2022
- [c6]Ivan Fedotov, Anton Khritankov, Artem Barger:
Optimizing multi-party agreement protocols. BRAINS 2022: 55-58 - [c5]Ivan Fedotov, Anton Khritankov, Artem Barger:
Towards verification of probabilistic multi-party consensus protocols: Constructing algorithms for verification of multi-party protocols with probabilistic properties. ICSIM 2022: 100-105 - 2021
- [c4]Anton Khritankov:
Hidden Feedback Loops in Machine Learning Systems: A Simulation Model and Preliminary Results. SWQD 2021: 54-65 - [c3]Ivan Fedotov, Anton Khritankov:
Statistical Model Checking of Common Attack Scenarios on Blockchain. SCSS 2021: 65-77 - 2019
- [c2]Tatiana Kuvshinova, Anton Khritankov:
Improving a Language Model Evaluator for Sentence Compression Without Reinforcement Learning. SoICT 2019: 92-97 - 2014
- [c1]Pavel Botov, Yury Chehovich, Anton Khritankov, Nikolay Surovenko, Sergey Tsarkov, Dmitry Viuchnov:
Структуры заимствований в диссертациях по историческим наукам (Structures of Text Paraphrasing and Plagiarism in Dissertations on Historical Sciences). RCDL 2014: 174-180
Informal and Other Publications
- 2024
- [i4]Andrey Veprikov, Alexander Afanasiev, Anton Khritankov:
A Mathematical Model of the Hidden Feedback Loop Effect in Machine Learning Systems. CoRR abs/2405.02726 (2024) - 2021
- [i3]Anton Khritankov:
Analysis of hidden feedback loops in continuous machine learning systems. CoRR abs/2101.05673 (2021) - [i2]Anton Khritankov, Nikita Pershin, Nikita Ukhov, Artem Ukhov:
MLDev: Data Science Experiment Automation and Reproducibility Software. CoRR abs/2107.12322 (2021) - [i1]Ivan Fedotov, Anton Khritankov, Artem Barger:
Towards automated verification of multi-party consensus protocols. CoRR abs/2112.02397 (2021)
Coauthor Index
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