Aleksandar Armacki

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Distributed Data

Learning Frameworks

Multivariate Gaussian Distribution

Heterogeneous Environments

Top Venues

IEEE Trans. Signal Process.

Publications

Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments. IEEE Trans. Signal Process. 72 (2024)
Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
A Unified Framework for Gradient-based Clustering of Distributed Data. CoRR (2024)
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 (2023)
Aleksandar Armacki, Nemanja Milosevic, Dragana Bajovic, S. Kar, Dusan Jakovetic, Arian Bakhtiarnia, Lukas Esterle, Adrian Muscat, T. Festi
Communication Efficient Model-Aware Federated Learning for Visual Crowd Counting and Density Estimation in Smart Cities. EUSIPCO (2023)
Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
One-Shot Federated Learning for Model Clustering and Learning in Heterogeneous Environments. CoRR (2022)
Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
Personalized Federated Learning via Convex Clustering. CoRR (2022)
Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
Gradient Based Clustering. ICML (2022)
Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
Personalized Federated Learning via Convex Clustering. ISC2 (2022)
Aleksandar Armacki, Dragana Bajovic, Dusan Jakovetic, Soummya Kar
Gradient Based Clustering. CoRR (2022)
Aleksandar Armacki, Dusan Jakovetic, Natasa Krejic, Natasa Krklec Jerinkic
Distributed Trust-Region Method With First Order Models. EUROCON (2019)