'Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data', by Hua Liu, Jinhong You, Jiguo Cao.

http://jmlr.org/papers/v24/22-0614.html

#subsampling #subsamples #generalized

Functional L-Optimality Subsampling for Functional Generalized Linear Models with Massive Data

Scalable Deep Compressive Sensing

Zhonghao Zhang, Yipeng Liu, Xingyu Cao, Fei Wen, Ce Zhu

https://openreview.net/forum?id=10JdgrzNOk

#compressive #subsampling #sampling

Scalable Deep Compressive Sensing

Deep learning has been used to image compressive sensing (CS) for enhanced reconstruction performance. However, most existing deep learning methods train different models for different subsampling...

OpenReview