2 papers
cs.IT2020
Sub-Gaussian Matrices on Sets: Optimal Tail Dependence and Applications
Halyun Jeong, Xiaowei Li, Yaniv Plan +1
Random linear mappings are widely used in modern signal processing, compressed sensing and machine learning. These mappings may be used to embed the data into a significantly lower…
math.ST2018
Learning tensors from partial binary measurements
Navid Ghadermarzy, Yaniv Plan, Ozgur Yilmaz
In this paper we generalize the 1-bit matrix completion problem to higher order tensors. We prove that when a bounded rank-, order- tensor in $\mathbb{R}^{N} \ti…