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researcher

Sohini Roychowdhury

28 papers hereh-index 181.7k citations63 works total

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

author position
  • sole author7
  • first author12
  • middle author5
  • last author2

Across the 26 of 28 papers where every author was matched, so the position is known.

fields
  • cs.CV14
  • cs.LG4
  • cs.CL3
  • cs.IR2
  • eess.IV2
  • cs.AI1

identity via Semantic Scholar / OpenAlex

activity
20102026
most citedA generalized flow for multi-class and binary classification tasks: An Azure ML approach

37 citations · 120 across the 24 of their papers we have counts for

collaborators
Showing 2023Show all

3 papers · 1 filter

cs.CL2023★ 1 cited

Journey of Hallucination-minimized Generative AI Solutions for Financial Decision Makers

Sohini Roychowdhury

Generative AI has significantly reduced the entry barrier to the domain of AI owing to the ease of use and core capabilities of automation, translation, and intelligent actions in…

cs.CL2023★ 1 cited

Hallucination-minimized Data-to-answer Framework for Financial Decision-makers

Sohini Roychowdhury, Andres Alvarez, Brian Moore +8

Large Language Models (LLMs) have been applied to build several automation and personalized question-answering prototypes so far. However, scaling such prototypes to robust product…

eess.IV2023★ 1 cited

NUMSnet: Nested-U Multi-class Segmentation network for 3D Medical Image Stacks

Sohini Roychowdhury

Semantic segmentation for medical 3D image stacks enables accurate volumetric reconstructions, computer-aided diagnostics and follow up treatment planning. In this work, we present…

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