62 citations · 268 across the 38 of their papers we have counts for
Showing 2014Show all
2 papers · 1 filter
stat.ME2014★ 4 cited
Bayesian group latent factor analysis with structured sparsity
Shiwen Zhao, Chuan Gao, Sayan Mukherjee +1
Latent factor models are the canonical statistical tool for exploratory analyses of low-dimensional linear structure for an observation matrix with p features across n samples. We…
math.ST2014★ 62 cited
Topological consistency via kernel estimation
Omer Bobrowski, Sayan Mukherjee, Jonathan E. Taylor
We introduce a consistent estimator for the homology (an algebraic structure representing connected components and cycles) of level sets of both density and regression functions. O…