| Signal processing on higher-order networks: Livin’on the edge... and beyond MT Schaub, Y Zhu, JB Seby, TM Roddenberry, S Segarra Signal Processing 187, 108149, 2021 | 202 | 2021 |
| Principled simplicial neural networks for trajectory prediction TM Roddenberry, N Glaze, S Segarra International Conference on Machine Learning, 9020-9029, 2021 | 138 | 2021 |
| HodgeNet: Graph Neural Networks for Edge Data TM Roddenberry, S Segarra 2019 53rd Asilomar Conference on Signals, Systems, and Computers, 220-224, 2019 | 70 | 2019 |
| Signal processing on cell complexes TM Roddenberry, MT Schaub, M Hajij ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 67 | 2022 |
| Signal processing on simplicial complexes MT Schaub, JB Seby, F Frantzen, TM Roddenberry, Y Zhu, S Segarra Higher-Order Systems, 301-328, 2022 | 39 | 2022 |
| Hodgelets: Localized spectral representations of flows on simplicial complexes TM Roddenberry, F Frantzen, MT Schaub, S Segarra ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 25 | 2022 |
| Exact blind community detection from signals on multiple graphs TM Roddenberry, MT Schaub, HT Wai, S Segarra IEEE Transactions on Signal Processing 68, 5016-5030, 2020 | 22 | 2020 |
| Enhanced graph-learning schemes driven by similar distributions of motifs S Rey, TM Roddenberry, S Segarra, AG Marques IEEE Transactions on Signal Processing 71, 3014-3027, 2023 | 21 | 2023 |
| Blind Inference of Eigenvector Centrality Rankings TM Roddenberry, S Segarra IEEE Transactions on Signal Processing 69, 3935-3946, 2021 | 21 | 2021 |
| Network Topology Inference with Graphon Spectral Penalties TM Roddenberry, M Navarro, S Segarra ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 17 | 2021 |
| Blind inference of centrality rankings from graph signals TM Roddenberry, S Segarra ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 14 | 2020 |
| On Local Distributions in Graph Signal Processing TM Roddenberry, F Gama, RG Baraniuk, S Segarra IEEE Transactions on Signal Processing 70, 5564-5577, 2022 | 13 | 2022 |
| Implicit Neural Representations and the Algebra of Complex Wavelets TM Roddenberry, V Saragadam, MV de Hoop, RG Baraniuk arXiv preprint arXiv:2310.00545, 2023 | 11 | 2023 |
| Signal Processing On Product Spaces TM Roddenberry, VP Grande, F Frantzen, MT Schaub, S Segarra ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 10 | 2023 |
| Network topology change-point detection from graph signals with prior spectral signatures C Kaushik, TM Roddenberry, S Segarra ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 8 | 2021 |
| Limits of Dense Simplicial Complexes TM Roddenberry, S Segarra Journal of Machine Learning Research 24 (225), 1-42, 2023 | 7 | 2023 |
| Simultaneous Grouping and Denoising via Sparse Convex Wavelet Clustering M Weylandt, TM Roddenberry, GI Allen 2021 IEEE Data Science and Learning Workshop (DSLW), 1-8, 2021 | 5 | 2021 |
| Sampling and Limit Theories for Graph Signal Processing and Large Simplicial Complexes TM Roddenberry Rice University, May, 2023 | 1 | 2023 |
| Sparse Partial Least Squares for Coarse Noisy Graph Alignment M Weylandt, G Michailidis, TM Roddenberry 2021 IEEE Statistical Signal Processing Workshop (SSP), 561-565, 2021 | 1 | 2021 |
| Blind Estimation of Eigenvector Centrality from Graph Signals: Beyond Low-pass Filtering TM Roddenberry, S Segarra 2020 54th Asilomar Conference on Signals, Systems, and Computers, 465-469, 2020 | 1 | 2020 |
Santiago SegarraAssociate Professor, Electrical and Computer Engineering, Rice UniversityVerified email at rice.edu
