| A characterization of deterministic sampling patterns for low-rank matrix completion DL Pimentel-Alarcón, N Boston, RD Nowak IEEE Journal of Selected Topics in Signal Processing 10 (4), 623-636, 2016 | 96 | 2016 |
| Group-sparse subspace clustering with missing data D Pimentel-Alarcón, L Balzano, R Marcia, R Nowak, R Willett 2016 ieee statistical signal processing workshop (ssp), 1-5, 2016 | 46 | 2016 |
| The information-theoretic requirements of subspace clustering with missing data D Pimentel-Alarcon, R Nowak International Conference on Machine Learning, 802-810, 2016 | 46 | 2016 |
| On the sample complexity of subspace clustering with missing data D Pimentel, R Nowak, L Balzano 2014 ieee workshop on statistical signal processing (ssp), 280-283, 2014 | 39 | 2014 |
| Deterministic conditions for subspace identifiability from incomplete sampling DL Pimentel-Alarcón, N Boston, RD Nowak 2015 IEEE International Symposium on Information Theory (ISIT), 2191-2195, 2015 | 31 | 2015 |
| Necessary and sufficient conditions for sketched subspace clustering D Pimentel-Alarcón, L Balzano, R Nowak 2016 54th Annual Allerton Conference on Communication, Control, and …, 2016 | 18 | 2016 |
| Random consensus robust PCA D Pimentel-Alarcón, R Nowak Artificial Intelligence and Statistics, 344-352, 2017 | 17 | 2017 |
| A converse to low-rank matrix completion DL Pimentel-Alarcón, RD Nowak 2016 IEEE International Symposium on Information Theory (ISIT), 96-100, 2016 | 17 | 2016 |
| Adversarial principal component analysis DL Pimentel-Alarcón, A Biswas, CR Solís-Lemus 2017 IEEE International Symposium on Information Theory (ISIT), 2363-2367, 2017 | 15 | 2017 |
| Tensor methods for nonlinear matrix completion G Ongie, D Pimentel-Alarcón, L Balzano, R Willett, RD Nowak SIAM Journal on Mathematics of Data Science 3 (1), 253-279, 2021 | 13 | 2021 |
| Classification of animal sounds in a hyperdiverse rainforest using convolutional neural networks with data augmentation Y Sun, TM Maeda, C Solís-Lemus, D Pimentel-Alarcón, Z Buřivalová Ecological Indicators 145, 109621, 2022 | 12* | 2022 |
| Low algebraic dimension matrix completion D Pimentel-Alarcón, G Ongie, L Balzano, R Willett, R Nowak 2017 55th Annual Allerton Conference on Communication, Control, and …, 2017 | 12 | 2017 |
| Mixture matrix completion D Pimentel-Alarcón Advances in Neural Information Processing Systems 31, 2018 | 7 | 2018 |
| Mixture regression as subspace clustering D Pimentel-Alarcón, L Balzano, R Marcia, R Nowak, R Willett 2017 International Conference on Sampling Theory and Applications (SampTA …, 2017 | 7 | 2017 |
| Tensor methods for nonlinear matrix completion G Ongie, D Pimentel-Alarcón, L Balzano, R Willett, RD Nowak arXiv preprint arXiv:1804.10266, 2018 | 6 | 2018 |
| A simpler approach to low-rank tensor canonical polyadic decomposition DL Pimentel-Alarcón 2016 54th Annual Allerton Conference on Communication, Control, and …, 2016 | 6 | 2016 |
| Machine learning identification of Pseudomonas aeruginosa strains from colony image data JB Rattray, RJ Lowhorn, R Walden, P Márquez-Zacarías, E Molotkova, ... PLoS Computational Biology 19 (12), e1011699, 2023 | 3 | 2023 |
| Corrections to “a characterization of deterministic sampling patterns for low-rank matrix completion” DL Pimentel-Alarcón, N Boston, RD Nowak IEEE Journal of Selected Topics in Signal Processing 10 (8), 1567-1567, 2016 | 2 | 2016 |
| An Integer Programming Approach To Subspace Clustering With Missing Data A Soni, J Linderoth, J Luedtke, D Pimentel-Alarcón arXiv preprint arXiv:2309.15285, 2023 | 1 | 2023 |
| Classifying Incomplete Data with a Mixture of Subspace Experts BA Kizaric, DL Pimentel-Alarcón 2022 58th Annual Allerton Conference on Communication, Control, and …, 2022 | 1 | 2022 |
