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 2021Show all

3 papers · 1 filter

cs.LG2021

Tight query complexity bounds for learning graph partitions

Xizhi Liu, Sayan Mukherjee

Given a partition of a graph into connected components, the membership oracle asserts whether any two vertices of the graph lie in the same component or not. We prove that for $n\g…

math.ST2021

Extended probabilities and their application to statistical inference

Michele Caprio, Sayan Mukherjee

We propose a new, more general definition of extended probability measures. We study their properties and provide a behavioral interpretation. We put them to use in an inference pr…

math.ST2021

Large Deviation Asymptotics and Bayesian Posterior Consistency on Stochastic Processes and Dynamical Systems

Langxuan Su, Sayan Mukherjee

We consider generalized Bayesian inference on stochastic processes and dynamical systems with potentially long-range dependency. Given a sequence of observations, a class of parame…