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 2018Show all

3 papers · 1 filter

stat.ME2018★ 3 cited

Gaussian Process Mixtures for Estimating Heterogeneous Treatment Effects

Abbas Zaidi, Sayan Mukherjee

We develop a Gaussian-process mixture model for heterogeneous treatment effect estimation that leverages the use of transformed outcomes. The approach we will present attempts to i…

cs.LO2018

Reachability in timed automata with diagonal constraints

Paul Gastin, Sayan Mukherjee, B Srivathsan

We consider the reachability problem for timed automata having diagonal constraints (like x - y < 5) as guards in transitions. The best algorithms for timed automata proceed by enu…

stat.ML2018★ 4 cited

Scalable Algorithms for Learning High-Dimensional Linear Mixed Models

Zilong Tan, Kimberly Roche, Xiang Zhou +1

Linear mixed models (LMMs) are used extensively to model dependecies of observations in linear regression and are used extensively in many application areas. Parameter estimation f…