 Decentralized Online Ensembles of Gaussian Processes for Multi-Agent SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025 |
 Sparsity-Aware Distributed Learning for Gaussian Processes with Linear Multiple KernelIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023 |
 Decentralized Kernel Ridge Regression Based on Data-Dependent Random
FeatureIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2024 |
 Gossiped and Quantized Online Multi-Kernel LearningIEEE Signal Processing Letters (IEEE SPL), 2023 |
 QC-ODKLA: Quantized and Communication-Censored Online Decentralized
Kernel Learning via Linearized ADMMIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022 |
 Tighter Regret Analysis and Optimization of Online Federated LearningIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 |
