Daniel Pimentel-Alarcón

A Characterization of Deterministic Sampling Patterns for Low-Rank Matrix Completion

Daniel Pimentel-Alarcón, Nigel Boston, Robert D. Nowak · IEEE Journal of Selected Topics in Signal Processing · 2016 · 76 citations · Full text

Mathematical Programming, Completion Algorithm, Sparse Representation +14

Classification of animal sounds in a hyperdiverse rainforest using convolutional neural networks with data augmentation

Yuren Sun, Tatiana Midori Maeda, Claudia Solís‐Lemus et al. · Ecological Indicators · 2022 · 43 citations · Full text

Group-sparse subspace clustering with missing data

Daniel Pimentel-Alarcón, Laura Balzano, Roummel F. Marcia et al. · 2016 · 31 citations

Sparse Representation, Clustering (Nuclear Physics), Machine Learning +14

The information-theoretic requirements of subspace clustering with missing data

Daniel Pimentel-Alarcón, Robert D. Nowak · International Conference on Machine Learning · 2016 · 30 citations

Sparse Representation, Engineering, Information-theoretic Requirements +13

Adversarial principal component analysis

Daniel Pimentel-Alarcón, Aritra Biswas, Claudia Solís‐Lemus · 2017 · 15 citations

Engineering, Machine Learning, Adaptive Pca +18