Results 1-20 of 66
| Issue Date | Title | Author(s) | Type | Мp-cat. |
|---|---|---|---|---|
| 2026 | Large Deviation Upper Bounds and Improved Mse Rates of Nonlinear Sgd: Heavy-Tailed Noise and Power of Symmetry | Armacki, Aleksandar; Yu, Shuhua; Bajović, Dragana   ; Jakovetić, Dušan; Kar, Soummya | Article | 21aM21a |
| 2025 | Multimodal Emotion Recognition Using Compressed Graph Neural Networks | Đurkić, Tijana; Simić, Nikola ; Suzić, Siniša ; Bajović, Dragana ; Perić, Zoran H. ; Delić, Vlado | Conference Paper | Mp. category will be shown later |
| 2025 | High-probability Convergence Bounds for Online Nonlinear Stochastic Gradient Descent under Heavy-tailed Noise | Armacki, Aleksandar; Yu, Shuhua; Sharma, Pranay; Joshi, Gauri; Bajović, Dragana ; Jakovetić, Dušan; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2025 | Distributed Center-Based Clustering: A Unified Framework | Armacki, Aleksandar; Bajovic, Dragana ; Jakovetic, Dusan; Kar, Soummya | Article | 21M21 |
| 2024 | UNS Exterior Spatial Sound Events dataset for urban monitoring | Suzic, Sinisa B ; Martin, Morato Irene; Simic, Nikola ; Raghavaraju, Charitha; Heittola, Toni; Stanojev, Vuk ; Bajovic, Dragana | Conference Paper | Mp. category will be shown later |
| 2024 | Nonlinear Consensus+Innovations under Correlated Heavy-Tailed Noises: Mean Square Convergence Rate and Asymptotics | Vukovic, Manojlo ; Jakovetic, Dusan ; Bajovic, Dragana ; Kar, Soummya | Article | 21aM21a |
| 2024 | A One-Shot Framework for Distributed Clustered Learning in Heterogeneous Environments | Armacki, Aleksandar; Bajovic, Dragana ; Jakovetic, Dusan ; Kar, Soummya | Article | 21aM21a |
| 2024 | Inaccuracy Rates for Distributed Inference Over Random Networks With Applications to Social Learning | Bajović, Dragana | Article | 21aM21a |
| 2024 | Distributed Gradient Clustering: Convergence and the Effect of Initialization | Armacki, Aleksandar; Sharma, Himkant; Bajović, Dragana ; Jakovetić, Dušan; Chakraborty, Mrityunjoy; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2024 | Enhancing Emotion Recognition through Federated Learning: A Multimodal Approach with Convolutional Neural Networks | Simić, Nikola ; Suzić, Siniša ; Milošević, Nemanja ; Stanojev, Vuk ; Nosek, Tijana ; Popović, Branislav ; Bajović, Dragana | Article | 21M21 |
| 2023 | Distributed Recursive Estimation under Heavy-Tail Communication Noise | Jakovetić, Dušan ; Vuković, Manojlo ; Bajović, Dragana ; Sahu, Anit Kumar; Kar, Soummya | Article | 21aM21a |
| 2023 | Large Deviations for Products of Non-Identically Distributed Network Matrices With Applications to Communication-Efficient Distributed Learning and Inference | Petrović, Nemanja ; Bajović, Dragana ; Kar, Soummya; Jakovetić, Dušan ; Sahu Anit Kumar | Article | 21aM21a |
| 2023 | Nonlinear gradient mappings and stochastic optimization: A general framework with applications to heavy-tail noise | Jakovetić, Dušan ; Bajović, Dragana ; Sahu, Anit Kumar; Kar, Soummya; Milošević, Nemanja ; Stamenković, Dušan | Article | 21a+M21a+ |
| 2023 | Large deviations rates for stochastic gradient descent with strongly convex functions | Bajović, Dragana ; Jakovetić, Dušan ; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2022 | Edge Machine Learning in 3GPP NB-IoT: Architecture, Applications and Demonstration | Vukobratović, Dejan ; Lukić, Milan ; Mezei, Ivan ; Bajović, Dragana ; Danilović, Dragan; Savić, Miloš ; Bodroški, Žarko ; Škrbić, Srđan; Jakovetić, Dušan | Conference Paper | Mp. category will be shown later |
| 2022 | Smart Dimmable LED Lighting Systems | Petković, Milica ; Bajović, Dragana ; Vukobratović, Dejan ; Machaj, Juraj; Brida, Peter; McCutcheon, Graeme; Stanković, Lina; Stanković, Vladimir | Article | 21M21 |
| 2022 | Gradient Based Clustering | Armacki, Aleksandar; Bajovic, Dragana ; Jakovetic, Dusan; Kar, Soummya | Conference Paper | Mp. category will be shown later |
| 2021 | Deep Learning Anomaly Detection for Cellular IoT With Applications in Smart Logistics | Savic, Milos ; Lukić, Milan ; Danilovic, Dragan; Bodroski, Zarko; Bajović, Dragana ; Mezei, Ivan ; Vukobratović, Dejan ; Škrbić, Srđan; Jakovetić, Dušan | Article | 21M21 |
| 2020 | Primal-Dual Methods for Large-Scale and Distributed Convex Optimization and Data Analytics | Jakovetić, Dušan ; Bajović, Dragana ; Xavier, Joao; Moura, Jose M. F. | Article | 21a+M21a+ |
| 2020 | Bežične senzorske mreže u IoT primenama | Vukobratović, Dejan ; Gardašević, Gordana; Bajović, Dragana ; Bojović, Živko | Text book | Mp. category will be shown later |