Demba Ba
Harvard University
H-index: 21
North America-United States
Top articles of Demba Ba
An Efficient Algorithm For Clustered Multi-Task Compressive Sensing
2024/4/14
Alexander Lin
H-Index: 25
Demba Ba
H-Index: 15
Interpretable deep learning for deconvolutional analysis of neural signals
bioRxiv
2024/1/6
Clustering Inductive Biases with Unrolled Networks
arXiv preprint arXiv:2402.10213
2023/11/30
Abiy Tasissa
H-Index: 2
Demba Ba
H-Index: 15
K-Deep Simplex: Manifold Learning via Local Dictionaries
IEEE Transactions on Signal Processing
2023/10/12
Abiy Tasissa
H-Index: 2
Demba Ba
H-Index: 15
Probabilistic unrolling: scalable, inverse-free maximum likelihood estimation for latent gaussian models
2023/7/3
Learning Silhouettes with Group Sparse Autoencoders
2023/6/4
Emmanouil Theodosis
H-Index: 3
Demba Ba
H-Index: 15
SHAPER: can you hear the shape of a jet?
Journal of High Energy Physics
2023/6
Learning Linear Groups in Neural Networks
arXiv preprint arXiv:2305.18552
2023/5/29
Emmanouil Theodosis
H-Index: 3
Demba Ba
H-Index: 15
Unrolled compressed blind-deconvolution
IEEE Transactions on Signal Processing
2023/5/23
Sparse, Geometric Autoencoder Models of V1
arXiv preprint arXiv:2302.11162
2023/2/22
Abiy Tasissa
H-Index: 2
Demba Ba
H-Index: 15
Interpretable deep learning for deconvolution of multiplexed neural signals
Computational and Systems Neuroscience Abstracts
2023
Learning unfolded networks with a cyclic group structure
arXiv preprint arXiv:2211.09238
2022/11/16
Emmanouil Theodosis
H-Index: 3
Demba Ba
H-Index: 15
Local Geometry Constraints in V1 with Deep Recurrent Autoencoders
2022/10/18
Learning filter-based compressed blind-deconvolution
IEEE transactions on signal processing: a publication of the IEEE Signal Processing Society
2022/9/28
Covariance-free sparse Bayesian learning
IEEE Transactions on Signal Processing
2022/6/27
High-dimensional sparse Bayesian learning without covariance matrices
2022/5/23
Mixture model auto-encoders: Deep clustering through dictionary learning
2022/5/23
Alexander Lin
H-Index: 25
Demba Ba
H-Index: 15
Interpretable unrolled dictionary learning networks
Conference on the Mathematical Theory of Deep Neural Networks Abstracts
2022
Bahareh Tolooshams
H-Index: 5
Demba Ba
H-Index: 15
Bayesian sensitivity encoding enables parameter-free, highly accelerated joint multicontrast reconstruction
Proceedings of the 31st Annual Meeting of ISMRM
2022
Unsupervised sparse deconvolutional learning of features driving neural activity
Computational and Systems Neuroscience Abstracts
2022
