Online Network Inference from Graph-Stationary Signals with Hidden NodesIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 |
Polynomial Graphical Lasso: Learning Edges from Gaussian
Graph-Stationary SignalsIEEE Transactions on Signal Processing (IEEE TSP), 2024 |
Graph Filters for Signal Processing and Machine Learning on GraphsIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022 |
Adaptive Estimation of Graphical Models under Total PositivityInternational Conference on Machine Learning (ICML), 2022 |
Online Inference for Mixture Model of Streaming Graph Signals with
Non-White ExcitationIEEE Transactions on Signal Processing (IEEE Trans. Signal Process.), 2022 |
coVariance Neural NetworksNeural Information Processing Systems (NeurIPS), 2022 |
Untrained Graph Neural Networks for DenoisingIEEE Transactions on Signal Processing (IEEE TSP), 2021 |