294 citations · 958 across the 32 of their papers we have counts for
4 papers · 1 filter
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…
1-Bit Matrix Completion
Mark A. Davenport, Yaniv Plan, Ewout van den Berg +1
In this paper we develop a theory of matrix completion for the extreme case of noisy 1-bit observations. Instead of observing a subset of the real-valued entries of a matrix M, we…
Global testing under sparse alternatives: ANOVA, multiple comparisons and the higher criticism
Ery Arias-Castro, Emmanuel J. Candès, Yaniv Plan
Testing for the significance of a subset of regression coefficients in a linear model, a staple of statistical analysis, goes back at least to the work of Fisher who introduced the…
Near-ideal model selection by minimization
Emmanuel J. Candès, Yaniv Plan
We consider the fundamental problem of estimating the mean of a vector , where is an design matrix in which one can have far more variables than observation…