Andrei Buciulea

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 12

Top Topics

Network Topology

Structural Learning

Hidden Variables

Graphical Models

Top Venues

IEEE Trans. Signal Process.

Publications

Madeline Navarro, Samuel Rey, Andrei Buciulea, Antonio G. Marques, Santiago Segarra
Joint Network Topology Inference in the Presence of Hidden Nodes. IEEE Trans. Signal Process. 72 (2024)
Andrei Buciulea, Jiaxi Ying, Antonio G. Marques, Daniel P. Palomar
Polynomial Graphical Lasso: Learning Edges from Gaussian Graph-Stationary Signals. CoRR (2024)
Andrei Buciulea, Elvin Isufi, Geert Leus, Antonio G. Marques
Learning Graphs and Simplicial Complexes from Data. ICASSP (2024)
Madeline Navarro, Samuel Rey, Andrei Buciulea, Antonio G. Marques, Santiago Segarra
Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior. CoRR (2024)
Andrei Buciulea, Elvin Isufi, Geert Leus, Antonio G. Marques
Learning graphs and simplicial complexes from data. CoRR (2023)
Andrei Buciulea, Antonio G. Marques
Graph Learning from Gaussian and Stationary Graph Signals. ICASSP (2023)
Samuel Rey, Madeline Navarro, Andrei Buciulea, Santiago Segarra, Antonio G. Marques
Joint graph learning from Gaussian observations in the presence of hidden nodes. CoRR (2022)
Samuel Rey, Madeline Navarro, Andrei Buciulea, Santiago Segarra, Antonio G. Marques
Joint graph learning from Gaussian observations in the presence of hidden nodes. IEEECONF (2022)
Andrei Buciulea, Samuel Rey, Antonio G. Marques
Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables. IEEE Trans. Signal Inf. Process. over Networks 8 (2022)
Samuel Rey, Andrei Buciulea, Madeline Navarro, Santiago Segarra, Antonio G. Marques
Joint Inference of Multiple Graphs with Hidden Variables from Stationary Graph Signals. ICASSP (2022)
Samuel Rey, Andrei Buciulea, Madeline Navarro, Santiago Segarra, Antonio G. Marques
Joint inference of multiple graphs with hidden variables from stationary graph signals. CoRR (2021)
Andrei Buciulea, Samuel Rey, Cristóbal Cabrera, Antonio G. Marques
Network Reconstruction from Graph-stationary Signals with Hidden Variables. ACSSC (2019)