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 2023 · stat.MLShow all

2 papers · 2 filters

stat.ML2023

Asymptotics of Bayesian Uncertainty Estimation in Random Features Regression

Youngsoo Baek, Samuel I. Berchuck, Sayan Mukherjee

In this paper we compare and contrast the behavior of the posterior predictive distribution to the risk of the maximum a posteriori estimator for the random features regression mod…

stat.ML2023

Global Optimality of Elman-type RNN in the Mean-Field Regime

Andrea Agazzi, Jianfeng Lu, Sayan Mukherjee

We analyze Elman-type Recurrent Reural Networks (RNNs) and their training in the mean-field regime. Specifically, we show convergence of gradient descent training dynamics of the R…