Georgios Vasileios Karanikolas

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Gaussian Process

Top Venues

Publications

Georgios Vasileios Karanikolas, Alba Pagès-Zamora, Georgios B. Giannakis
A Bayesian Approach to High-Order Link Prediction. ICASSP (2024)
Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis
Incremental Ensemble Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. 45 (2) (2023)
Georgios Vasileios Karanikolas, Georgios B. Giannakis
Robust Identification of Graph Structure. CAMSAP (2023)
Georgios Vasileios Karanikolas, Alba Pagès-Zamora, Georgios B. Giannakis
Higher-Order Link Prediction Via Learnable Maximum Mean Discrepancy. ICASSP (2023)
Georgios Vasileios Karanikolas, Qin Lu, Georgios B. Giannakis
Online Unsupervised Learning Using Ensemble Gaussian Processes with Random Features. ICASSP (2021)
Qin Lu, Georgios Vasileios Karanikolas, Georgios B. Giannakis
Incremental Ensemble Gaussian Processes. CoRR (2021)
Qin Lu, Georgios Vasileios Karanikolas, Yanning Shen, Georgios B. Giannakis
Ensemble Gaussian Processes with Spectral Features for Online Interactive Learning with Scalability. AISTATS (2020)
Mario Coutino, Georgios Vasileios Karanikolas, Geert Leus, Georgios B. Giannakis
Self-Driven Graph Volterra Models for Higher-Order Link Prediction. ICASSP (2020)
Georgios B. Giannakis, Yanning Shen, Georgios Vasileios Karanikolas
Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics. Proc. IEEE 106 (5) (2018)
Liang Zhang, Georgios Vasileios Karanikolas, Mehmet Akçakaya, Georgios B. Giannakis
Fully Automatic Segmentation of the Right Ventricle Via Multi-Task Deep Neural Networks. ICASSP (2018)
Georgios Vasileios Karanikolas, Olaf Sporns, Georgios B. Giannakis
Multi-kernel change detection for dynamic functional connectivity graphs. ACSSC (2017)