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Daniel Pimentel
Daniel Pimentel
Assistant Professor, University of Wisconsin-Madison
Dirección de correo verificada de wisc.edu - Página principal
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Año
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
972016
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
462016
The information-theoretic requirements of subspace clustering with missing data
D Pimentel-Alarcon, R Nowak
International Conference on Machine Learning, 802-810, 2016
462016
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
392014
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
312015
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
182016
Random consensus robust PCA
D Pimentel-Alarcón, R Nowak
Artificial Intelligence and Statistics, 344-352, 2017
172017
A converse to low-rank matrix completion
DL Pimentel-Alarcón, RD Nowak
2016 IEEE International Symposium on Information Theory (ISIT), 96-100, 2016
172016
Adversarial principal component analysis
DL Pimentel-Alarcón, A Biswas, CR Solís-Lemus
2017 IEEE International Symposium on Information Theory (ISIT), 2363-2367, 2017
152017
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
142021
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
122017
Tensor methods for nonlinear matrix completion
G Ongie, D Pimentel-Alarcón, L Balzano, R Willett, RD Nowak
arXiv preprint arXiv:1804.10266, 2018
72018
Mixture matrix completion
D Pimentel-Alarcón
Advances in Neural Information Processing Systems 31, 2018
72018
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
72017
A simpler approach to low-rank tensor canonical polyadic decomposition
DL Pimentel-Alarcón
2016 54th Annual Allerton Conference on Communication, Control, and …, 2016
62016
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
42023
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
22016
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
12023
Classifying Incomplete Data with a Mixture of Subspace Experts
BA Kizaric, DL Pimentel-Alarcón
2022 58th Annual Allerton Conference on Communication, Control, and …, 2022
12022
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Artículos 1–20