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Madeline Navarro

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

14

Venues

2

Active years

2021–2025

Best venue rank

Multiconference

Where they publish

Papers

14 indexed papers, newest first.

YearVenueTitleAuthors
2025ICASSPOnline Network Inference from Graph-Stationary Signals with Hidden Nodes.Andrei Buciulea, Madeline Navarro, Samuel Rey, Santiago Segarra, Antonio G. Marques
2025ICASSPFair CoVariance Neural Networks.Andrea Cavallo, Madeline Navarro, Santiago Segarra, Elvin Isufi
2025ICASSPBayesian Filtering on Graphs.Bishwadeep Das, Madeline Navarro, Santiago Segarra, Elvin Isufi
2025ICASSPLow-Rank Tensors for Multi-Dimensional Markov Models.Madeline Navarro, Sergio Rozada, Antonio G. Marques, Santiago Segarra
2025ICASSPRedesigning graph filter-based GNNs to relax the homophily assumption.Samuel Rey, Madeline Navarro, Victor M. Tenorio, Santiago Segarra, Antonio G. Marques
2024ACSSCStructure-Guided Input Graph for GNNs Facing Heterophily.Victor M. Tenorio, Madeline Navarro, Samuel Rey, Santiago Segarra, Antonio G. Marques
2024ICASSPData Augmentation via Subgroup Mixup for Improving Fairness.Madeline Navarro, Camille Olivia Little, Genevera I. Allen, Santiago Segarra
2024ICASSPSC-MAD: Mixtures of Higher-Order Networks for Data Augmentation.Madeline Navarro, Santiago Segarra
2024ICASSPRecovering Missing Node Features with Local Structure-Based Embeddings.Victor M. Tenorio, Madeline Navarro, Santiago Segarra, Antonio G. Marques
2023ICASSPGraphmad: Graph Mixup for Data Augmentation Using Data-Driven Convex Clustering.Madeline Navarro, Santiago Segarra
2022ACSSCJoint graph learning from Gaussian observations in the presence of hidden nodes.Samuel Rey, Madeline Navarro, Andrei Buciulea, Santiago Segarra, Antonio G. Marques
2022ICASSPGraphon-Aided Joint Estimation of Multiple Graphs.Madeline Navarro, Santiago Segarra
2022ICASSPJoint Inference of Multiple Graphs with Hidden Variables from Stationary Graph Signals.Samuel Rey, Andrei Buciulea, Madeline Navarro, Santiago Segarra, Antonio G. Marques
2021ICASSPNetwork Topology Inference with Graphon Spectral Penalties.T. Mitchell Roddenberry, Madeline Navarro, Santiago Segarra