| 2025 | ICML | Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. | Thomas Fel, Ekdeep Singh Lubana, Jacob S. Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba E. Ba, Talia Konkle |
| 2024 | ICASSP | An Efficient Algorithm For Clustered Multi-Task Compressive Sensing. | Alexander Lin, Demba E. Ba |
| 2023 | ICASSP | Learning Silhouettes with Group Sparse Autoencoders. | Emmanouil Theodosis, Demba E. Ba |
| 2023 | ICML | Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models. | Alexander Lin, Bahareh Tolooshams, Yves F. Atchad, Demba E. Ba |
| 2022 | ICASSP | Mixture Model Auto-Encoders: Deep Clustering Through Dictionary Learning. | Alexander Lin, Andrew H. Song, Demba E. Ba |
| 2022 | ICASSP | High-Dimensional Sparse Bayesian Learning without Covariance Matrices. | Alexander Lin, Andrew H. Song, Berkin Bilgic, Demba E. Ba |
| 2021 | ICASSP | Unfolding Neural Networks for Compressive Multichannel Blind Deconvolution. | Bahareh Tolooshams, Satish Mulleti, Demba E. Ba, Yonina C. Eldar |
| 2021 | UAI | PLSO: A generative framework for decomposing nonstationary time-series into piecewise stationary oscillatory components. | Andrew H. Song, Demba E. Ba, Emery N. Brown |
| 2020 | ICML | Convolutional dictionary learning based auto-encoders for natural exponential-family distributions. | Bahareh Tolooshams, Andrew H. Song, Simona Temereanca, Demba E. Ba |
| 2019 | AISTATS | Clustering Time Series with Nonlinear Dynamics: A Bayesian Non-Parametric and Particle-Based Approach. | Alexander Lin, Yingzhuo Zhang, Jeremy Heng, Stephen A. Allsop, Kay M. Tye, Pierre E. Jacob, Demba E. Ba |
| 2018 | ICASSP | Wavelet Shrinkage and Thresholding Based Robust Classification for Brain-Computer Interface. | Taposh Banerjee, John S. Choi, Bijan Pesaran, Demba E. Ba, Vahid Tarokh |
| 2014 | ACSSC | Neural spike train denoising by point process re-weighted iterative smoothing. | Demba E. Ba, Behtash Babadi, Patrick L. Purdon, Emery N. Brown |
| 2010 | ICASSP | L1 regularized room modeling with compact microphone arrays. | Demba E. Ba, Flavio P. Ribeiro, Cha Zhang, Dinei A. F. Florncio |
| 2007 | ISIT | Integer Polar Coordinates for Compression. | Demba E. Ba, Vivek K. Goyal |
| 2006 | DCC | Nonlinear Transform Coding: Polar Coordinates Revisited. | Demba E. Ba, Vivek K. Goyal |