Demba Ba
Harvard University
H-index: 21
North America-United States
Top articles of Demba Ba
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
An Efficient Algorithm For Clustered Multi-Task Compressive Sensing | Alexander Lin Demba Ba | 2024/4/14 | |
Interpretable deep learning for deconvolutional analysis of neural signals | bioRxiv | Bahareh Tolooshams Sara Matias Hao Wu Simona Temereanca Naoshige Uchida | 2024/1/6 |
Probabilistic unrolling: scalable, inverse-free maximum likelihood estimation for latent gaussian models | Alexander Lin Bahareh Tolooshams Yves Atchadé Demba E Ba | 2023/7/3 | |
Interpretable deep learning for deconvolution of multiplexed neural signals | Computational and Systems Neuroscience Abstracts | Bahareh Tolooshams Sara Matias Hao Wu Naoshige Uchida Venkatesh N Murthy | 2023 |
Learning Silhouettes with Group Sparse Autoencoders | Emmanouil Theodosis Demba Ba | 2023/6/4 | |
SHAPER: can you hear the shape of a jet? | Journal of High Energy Physics | Demba Ba Akshunna S Dogra Rikab Gambhir Abiy Tasissa Jesse Thaler | 2023/6 |
Learning Linear Groups in Neural Networks | arXiv preprint arXiv:2305.18552 | Emmanouil Theodosis Karim Helwani Demba Ba | 2023/5/29 |
Clustering Inductive Biases with Unrolled Networks | arXiv preprint arXiv:2402.10213 | Jonathan Huml Abiy Tasissa Demba Ba | 2023/11/30 |
Unrolled compressed blind-deconvolution | IEEE Transactions on Signal Processing | Bahareh Tolooshams Satish Mulleti Demba Ba Yonina C Eldar | 2023/5/23 |
K-Deep Simplex: Manifold Learning via Local Dictionaries | IEEE Transactions on Signal Processing | Abiy Tasissa Pranay Tankala James M Murphy Demba Ba | 2023/10/12 |
Sparse, Geometric Autoencoder Models of V1 | arXiv preprint arXiv:2302.11162 | Jonathan Huml Abiy Tasissa Demba Ba | 2023/2/22 |
Mixture model auto-encoders: Deep clustering through dictionary learning | Alexander Lin Andrew H Song Demba Ba | 2022/5/23 | |
Interpretable unrolled dictionary learning networks | Conference on the Mathematical Theory of Deep Neural Networks Abstracts | Bahareh Tolooshams Demba Ba | 2022 |
Learning unfolded networks with a cyclic group structure | arXiv preprint arXiv:2211.09238 | Emmanouil Theodosis Demba Ba | 2022/11/16 |
Local Geometry Constraints in V1 with Deep Recurrent Autoencoders | Jonathan Raymond Huml Demba E Ba | 2022/10/18 | |
Bayesian sensitivity encoding enables parameter-free, highly accelerated joint multicontrast reconstruction | Proceedings of the 31st Annual Meeting of ISMRM | Alexander Lin Demba Ba Berkin Bilgic | 2022 |
Learning filter-based compressed blind-deconvolution | IEEE transactions on signal processing: a publication of the IEEE Signal Processing Society | Bahareh Tolooshams Satish Mulleti Demba Ba Yonina Eldar | 2022/9/28 |
Unsupervised sparse deconvolutional learning of features driving neural activity | Computational and Systems Neuroscience Abstracts | Bahareh Tolooshams Hao Wu Naoshige Uchida Venkatesh N Murthy Paul Masset | 2022 |
Covariance-free sparse Bayesian learning | IEEE Transactions on Signal Processing | Alexander Lin Andrew H Song Berkin Bilgic Demba Ba | 2022/6/27 |
High-dimensional sparse Bayesian learning without covariance matrices | Alexander Lin Andrew H Song Berkin Bilgic Demba Ba | 2022/5/23 |
