DBO-Net: Differentiable bi-level optimization network for multi-view clustering

A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems

Amir Beck, Marc Teboulle · SIAM Journal on Imaging Sciences · 2009 · 12K citations

Natural Sciences, Computer Science, Biomedical Imaging +15

Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Cynthia Rudin · Nature Machine Intelligence · 2019 · 9K citations · Full text

Computing, Computer Science, Artificial Intelligence +11

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing

Jian Zhang, Bernard Ghanem · 2018 · 1.3K citations

Computing, Computer Science, Computer Vision +15

GMC: Graph-Based Multi-View Clustering

Hao Wang, Yan Yang, Bing Liu · IEEE Transactions on Knowledge and Data Engineering · 2019 · 895 citations

Computing, Computer Science, Data Science +13

Invariant information clustering for unsupervised image classification and segmentation

Oxford University Research Archive (ORA) (University of Oxford) · 839 citations

Computing, Computer Science, Computer Vision +16