42 citations · 81 across the 21 of their papers we have counts for
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cs.IT2016★ 1 cited
Linear signal recovery from -bit-quantized linear measurements: precise analysis of the trade-off between bit depth and number of measurements
Martin Slawski, Ping Li
We consider the problem of recovering a high-dimensional structured signal from independent Gaussian linear measurements each of which is quantized to bits. Our interest is in…
stat.ME2016★ 5 cited
Methods for Sparse and Low-Rank Recovery under Simplex Constraints
Ping Li, Syama Sundar Rangapuram, Martin Slawski
The de-facto standard approach of promoting sparsity by means of -regularization becomes ineffective in the presence of simplex constraints, i.e.,~the target is known to ha…