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Sathya Ravi

20 papers hereh-index 12520 citations46 works total

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

author position
  • first author4
  • middle author10
  • last author5

Across the 19 of 20 papers where every author was matched, so the position is known.

fields
  • cs.LG11
  • cs.CV7
  • math.OC1
  • physics.acc-ph1
same name
  • Sathya Ravi — 4 papers, h 3

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
20152025
most citedOn architectural choices in deep learning: From network structure to gradient convergence and parameter estimation

5 citations · 11 across the 12 of their papers we have counts for

collaborators
Showing 2022 · cs.LGShow all

2 papers · 2 filters

cs.LG2022

Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets

Vishnu Suresh Lokhande, Rudrasis Chakraborty, Sathya N. Ravi +1

Pooling multiple neuroimaging datasets across institutions often enables improvements in statistical power when evaluating associations (e.g., between risk factors and disease outc…

cs.LG2022★ 2 cited

Mixed Effects Neural ODE: A Variational Approximation for Analyzing the Dynamics of Panel Data

Jurijs Nazarovs, Rudrasis Chakraborty, Songwong Tasneeyapant +2

Panel data involving longitudinal measurements of the same set of participants taken over multiple time points is common in studies to understand childhood development and disease…

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