researcher

Sayan Mukherjee

Duke University

27 papers hereh-index 4352.4k citations188 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position

first author3
middle author11
last author13

Across the 27 of 27 papers where every author was matched, so the position is known.

fields

affiliations

Duke University

Homepage ORCID 0000-0002-6715-3920

same name

Sayan Mukherjee — 46 papers, h 31
Sayan Mukherjee — 9 papers, h 11
Sayan Mukherjee — 3 papers, h 1
Sayan Mukherjee — 3 papers, h 2
Sayan Mukherjee — 2 papers, h 0
Sayan Mukherjee — 2 papers, h 1

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity

20012023

most citedPredicting Clinical Outcomes in Glioblastoma: An Application of Topological and Functional Data Analysis

99 citations · 314 across the 26 of their papers we have counts for

collaborators

Showing 2010Show all

2 papers · 1 filter

math.GT2010★ 11 cited

Towards Stratification Learning through Homology Inference

Paul Bendich, Sayan Mukherjee, Bei Wang

A topological approach to stratification learning is developed for point cloud data drawn from a stratified space. Given such data, our objective is to infer which points belong to…

math.ST2010★ 41 cited

Learning gradients on manifolds

Sayan Mukherjee, Qiang Wu, Ding-Xuan Zhou

A common belief in high-dimensional data analysis is that data are concentrated on a low-dimensional manifold. This motivates simultaneous dimension reduction and regression on man…