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Aleksandar Armacki
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2020 – today
- 2024
- [j1]Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments. IEEE Trans. Signal Process. 72: 636-651 (2024) - [i5]Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
A Unified Framework for Gradient-based Clustering of Distributed Data. CoRR abs/2402.01302 (2024) - 2023
- [c4]Aleksandar Armacki, Nemanja Milosevic, Dragana Bajovic, Soummya Kar, Dusan Jakovetic, Arian Bakhtiarnia, Lukas Esterle, Adrian Muscat, Thomas Festi:
Communication Efficient Model-Aware Federated Learning for Visual Crowd Counting and Density Estimation in Smart Cities. EUSIPCO 2023: 875-879 - [i4]Aleksandar Armacki, Pranay Sharma, Gauri Joshi, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
High-probability Convergence Bounds for Nonlinear Stochastic Gradient Descent Under Heavy-tailed Noise. CoRR abs/2310.18784 (2023) - 2022
- [c3]Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
Gradient Based Clustering. ICML 2022: 929-947 - [c2]Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
Personalized Federated Learning via Convex Clustering. ISC2 2022: 1-7 - [i3]Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
Personalized Federated Learning via Convex Clustering. CoRR abs/2202.00718 (2022) - [i2]Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
Gradient Based Clustering. CoRR abs/2202.00720 (2022) - [i1]Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar:
One-Shot Federated Learning for Model Clustering and Learning in Heterogeneous Environments. CoRR abs/2209.10866 (2022)
2010 – 2019
- 2019
- [c1]Aleksandar Armacki, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic:
Distributed Trust-Region Method With First Order Models. EUROCON 2019: 1-6
Coauthor Index
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