Anastasiya Danilenka

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 8

Top Topics

Learning Systems

Background Knowledge

Bayesian Methods

Top Venues

Publications

Anastasiya Danilenka, Karolina Bogacka, Katarzyna Wasielewska-Michniewska
One-shot federated learning with self-adversarial data. FedCSIS (2023)
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) (2023)
Karolina Bogacka, Anastasiya Danilenka, Katarzyna Wasielewska-Michniewska
Diagnosing Machine Learning Problems in Federated Learning Systems: A Case Study. FedCSIS (2023)
Anastasiya Danilenka
Mitigating the effects of non-IID data in federated learning with a self-adversarial balancing method. FedCSIS (2023)
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 (2022)
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)
Anastasiya Danilenka, Maria Ganzha, Marcin Paprzycki, Jacek Mandziuk
Using adversarial images to improve outcomes of federated learning for non-IID data. CoRR (2022)
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)