Madeline Navarro

Orcid: 0000-0002-3749-8856

According to our database1, Madeline Navarro authored at least 16 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Joint Network Topology Inference in the Presence of Hidden Nodes.
IEEE Trans. Signal Process., 2024

Online Network Inference from Graph-Stationary Signals with Hidden Nodes.
CoRR, 2024

Redesigning graph filter-based GNNs to relax the homophily assumption.
CoRR, 2024

Fair CoVariance Neural Networks.
CoRR, 2024

Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior.
CoRR, 2024

Recovering Missing Node Features with Local Structure-Based Embeddings.
Proceedings of the IEEE International Conference on Acoustics, 2024

SC-MAD: Mixtures of Higher-Order Networks for Data Augmentation.
Proceedings of the IEEE International Conference on Acoustics, 2024

Data Augmentation via Subgroup Mixup for Improving Fairness.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Graphmad: Graph Mixup for Data Augmentation Using Data-Driven Convex Clustering.
Proceedings of the IEEE International Conference on Acoustics, 2023

2022
Joint Network Topology Inference Via a Shared Graphon Model.
IEEE Trans. Signal Process., 2022

Joint Inference of Multiple Graphs from Matrix Polynomials.
J. Mach. Learn. Res., 2022

Joint Inference of Multiple Graphs with Hidden Variables from Stationary Graph Signals.
Proceedings of the IEEE International Conference on Acoustics, 2022

Graphon-Aided Joint Estimation of Multiple Graphs.
Proceedings of the IEEE International Conference on Acoustics, 2022

Joint graph learning from Gaussian observations in the presence of hidden nodes.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Network Clustering for Latent State and Changepoint Detection.
CoRR, 2021

Network Topology Inference with Graphon Spectral Penalties.
Proceedings of the IEEE International Conference on Acoustics, 2021


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