72 citations · 157 across the 23 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.ML2020★ 13 cited
Regularized spectral methods for clustering signed networks
Mihai Cucuringu, Apoorv Vikram Singh, Déborah Sulem +1
We study the problem of -way clustering in signed graphs. Considerable attention in recent years has been devoted to analyzing and modeling signed graphs, where the affinity mea…
math.ST2020
Error analysis for denoising smooth modulo signals on a graph
Hemant Tyagi
In many applications, we are given access to noisy modulo samples of a smooth function with the goal being to robustly unwrap the samples, i.e., to estimate the original samples of…
math.ST2020★ 2 cited
Denoising modulo samples: k-NN regression and tightness of SDP relaxation
Michaël Fanuel, Hemant Tyagi
Many modern applications involve the acquisition of noisy modulo samples of a function , with the goal being to recover estimates of the original samples of . For a Lipschitz…