| Annealed Langevin dynamics for massive MIMO detection N Zilberstein, C Dick, R Doost-Mohammady, A Sabharwal, S Segarra IEEE Transactions on Wireless Communications, 2022 | 18 | 2022 |
| Unrolling particles: Unsupervised learning of sampling distributions F Gama, N Zilberstein, RG Baraniuk, S Segarra ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 5 | 2022 |
| Unsupervised learning of sampling distributions for particle filters F Gama, N Zilberstein, M Sevilla, RG Baraniuk, S Segarra IEEE Transactions on Signal Processing, 2023 | 4 | 2023 |
| A BCS microwave imaging algorithm for object detection and shape reconstruction tested with experimental data N Zilberstein, JA Maya, A Altieri Electronics Letters 57 (2), 88-91, 2021 | 4 | 2021 |
| Accelerated massive MIMO detector based on annealed underdamped Langevin dynamics N Zilberstein, C Dick, R Doost-Mohammady, A Sabharwal, S Segarra ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 3 | 2023 |
| Robust MIMO detection using hypernetworks with learned regularizers N Zilberstein, C Dick, R Doost-Mohammady, A Sabharwal, S Segarra 2022 30th European Signal Processing Conference (EUSIPCO), 1626-1630, 2022 | 3 | 2022 |
| Solving Linear Inverse Problems using Higher-Order Annealed Langevin Diffusion N Zilberstein, A Sabharwal, S Segarra IEEE Transactions on Signal Processing, 2024 | 2 | 2024 |
| Detection by sampling: Massive MIMO detector based on Langevin dynamics N Zilberstein, C Dick, R Doost-Mohammady, A Sabharwal, S Segarra 2022 30th European Signal Processing Conference (EUSIPCO), 1651-1655, 2022 | 2 | 2022 |
| Joint channel estimation and data detection in massive mimo systems based on diffusion models N Zilberstein, A Swami, S Segarra ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 1 | 2024 |
| End-to-End Learning of Gaussian Mixture Proposals Using Differentiable Particle Filters and Neural Networks B Cox, S Pérez-Vieites, N Zilberstein, M Sevilla, S Segarra, V Elvira ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| State and Dynamics Estimation with the Kalman-Langevin filter M Sevilla, N Zilberstein, B Cox, S Pérez-Vieites, V Elvira, S Segarra 2023 57th Asilomar Conference on Signals, Systems, and Computers, 1372-1376, 2023 | | 2023 |
| Particle filter with unknown noise statistics and with prior knowledge NM Zilberstein, B Cernuschi-Frias 2018 Argentine Conference on Automatic Control (AADECA), 1-6, 2018 | | 2018 |
Santiago SegarraAssistant Professor, Electrical and Computer Engineering, Rice UniversityVerified email at rice.edu
