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Anastasiya Danilenka
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Journal Articles
- 2023
- [j1]Piotr Sowinski
, Kajetan Rachwal
, Anastasiya Danilenka
, Karolina Bogacka
, Monika Kobus
, Anna Dabrowska
, Andrzej Paszkiewicz
, Marek Bolanowski
, Maria Ganzha
, Marcin Paprzycki
:
Frugal Heart Rate Correction Method for Scalable Health and Safety Monitoring in Construction Sites. Sensors 23(14): 6464 (2023)
Conference and Workshop Papers
- 2023
- [c5]Karolina Bogacka
, Anastasiya Danilenka
, Katarzyna Wasielewska-Michniewska
:
Diagnosing Machine Learning Problems in Federated Learning Systems: A Case Study. FedCSIS 2023: 871-876 - [c4]Anastasiya Danilenka
, Karolina Bogacka
, Katarzyna Wasielewska-Michniewska
:
One-shot federated learning with self-adversarial data. FedCSIS 2023: 919-924 - [c3]Anastasiya Danilenka
:
Mitigating the effects of non-IID data in federated learning with a self-adversarial balancing method. FedCSIS 2023: 925-930 - 2022
- [c2]Karolina Bogacka
, Anastasiya Danilenka
, Katarzyna Wasielewska-Michniewska
, Marcin Paprzycki
, Maria Ganzha
, Eduardo Garro
, Lambis Tassakos
:
Introducing Federated Learning into Internet of Things Ecosystems - Maintaining Cooperation Between Competing Parties. BDA (Astronomy, Science, and Engineering) 2022: 53-69 - [c1]Karolina Bogacka
, Katarzyna Wasielewska-Michniewska
, Marcin Paprzycki
, Maria Ganzha
, Anastasiya Danilenka
, Lambis Tassakos
, Eduardo Garro
:
Introducing Federated Learning into Internet of Things ecosystems - preliminary considerations. WF-IoT 2022: 1-7
Informal and Other Publications
- 2022
- [i2]Anastasiya Danilenka, Maria Ganzha, Marcin Paprzycki, Jacek Mandziuk:
Using adversarial images to improve outcomes of federated learning for non-IID data. CoRR abs/2206.08124 (2022) - [i1]Karolina Bogacka, Katarzyna Wasielewska-Michniewska, Marcin Paprzycki, Maria Ganzha, Anastasiya Danilenka, Lambis Tassakos, Eduardo Garro:
Introducing Federated Learning into Internet of Things ecosystems - preliminary considerations. CoRR abs/2207.07700 (2022)
Coauthor Index
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