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researcher

Sayan Mukherjee

8 papers here

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

author position
  • first author3
  • middle author3
  • last author2

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • nlin.CD4
  • math.SP1
  • math.ST1
  • q-bio.NC1
  • stat.ML1
ORCID 0000-0002-2032-2707
same name
  • Sayan Mukherjee — 19 papers, h 31
  • Sayan Mukherjee — 9 papers, h 43
  • Sayan Mukherjee — 3 papers, h 11
  • Sayan Mukherjee — 2 papers, h 1
  • Sayan Mukherjee — 1 paper, h 0
  • Sayan Mukherjee — 1 paper, 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
20122023
most citedIs one dimensional return map sufficient to describe the chaotic dynamics of a three dimensional system?

10 citations · 20 across the 8 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.