| Joint inference of multiple graphs from matrix polynomials M Navarro, Y Wang, AG Marques, C Uhler, S Segarra Journal of machine learning research 23 (76), 1-35, 2022 | 35 | 2022 |
| Network Topology Inference with Graphon Spectral Penalties TM Roddenberry, M Navarro, S Segarra ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 13 | 2021 |
| Graphmad: Graph Mixup for Data Augmentation Using Data-Driven Convex Clustering M Navarro, S Segarra ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 12 | 2023 |
| Joint Network Topology Inference Via a Shared Graphon Model M Navarro, S Segarra IEEE Transactions on Signal Processing 70, 5549-5563, 2022 | 11 | 2022 |
| Joint Network Topology Inference in the Presence of Hidden Nodes M Navarro, S Rey, A Buciulea, AG Marques, S Segarra IEEE Transactions on Signal Processing, 2024 | 9 | 2024 |
| Data augmentation via subgroup mixup for improving fairness M Navarro, C Little, GI Allen, S Segarra ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 9 | 2024 |
| Joint inference of multiple graphs with hidden variables from stationary graph signals S Rey, A Buciulea, M Navarro, S Segarra, AG Marques ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 9 | 2022 |
| Joint graph learning from Gaussian observations in the presence of hidden nodes S Rey, M Navarro, A Buciulea, S Segarra, AG Marques 2022 56th Asilomar Conference on Signals, Systems, and Computers, 53-57, 2022 | 6 | 2022 |
| Recovering Missing Node Features with Local Structure-Based Embeddings VM Tenorio, M Navarro, S Segarra, AG Marques ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 4 | 2024 |
| Network Clustering for Latent State and Changepoint Detection M Navarro, GI Allen, M Weylandt arXiv preprint arXiv:2111.01273, 2021 | 4 | 2021 |
| Gender classification of full-body biological motion of aperiodic actions using machine learning M Navarro, A Glandon, NK Dhar, KM Iftekharuddin Optics and Photonics for Information Processing XIV 11509, 21-30, 2020 | 4 | 2020 |
| Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior M Navarro, S Rey, A Buciulea, AG Marques, S Segarra arXiv preprint arXiv:2406.09513, 2024 | 3 | 2024 |
| Redesigning graph filter-based GNNs to relax the homophily assumption S Rey, M Navarro, VM Tenorio, S Segarra, AG Marques arXiv preprint arXiv:2409.08676, 2024 | 2 | 2024 |
| SC-MAD: Mixtures of Higher-Order Networks for Data Augmentation M Navarro, S Segarra ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 2 | 2024 |
| Mitigating Subpopulation Bias for Fair Network Topology Inference M Navarro, S Rey, A Buciulea, AG Marques, S Segarra arXiv preprint arXiv:2403.15591, 2024 | 2 | 2024 |
| Low-Rank Tensors for Multi-Dimensional Markov Models M Navarro, S Rozada, AG Marques, S Segarra arXiv preprint arXiv:2411.02098, 2024 | 1 | 2024 |
| Online Network Inference from Graph-Stationary Signals with Hidden Nodes A Buciulea, M Navarro, S Rey, S Segarra, AG Marques arXiv preprint arXiv:2409.08760, 2024 | 1 | 2024 |
| Fair CoVariance Neural Networks A Cavallo, M Navarro, S Segarra, E Isufi arXiv preprint arXiv:2409.08558, 2024 | 1 | 2024 |
| Graphon-aided Joint Estimation of Multiple Graphs M Navarro, S Segarra ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 1 | 2022 |
| Structure-Guided Input Graph for GNNs facing Heterophily VM Tenorio, M Navarro, S Rey, S Segarra, AG Marques arXiv preprint arXiv:2412.01757, 2024 | | 2024 |
Santiago SegarraAssociate Professor, Electrical and Computer Engineering, Rice University確認したメール アドレス: rice.edu
