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Sumitra Ganesh

17 papers hereh-index 9578 citations31 works total

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

author position
  • first author1
  • middle author8
  • last author8

Across the 17 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • cs.AI4
  • cs.MA3
  • cs.GT2
  • q-fin.TR1
same name
  • Sumitra Ganesh — 12 papers, h 4
  • Sumitra Ganesh — 11 papers, h 4

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
20192025
most citedRisk-Sensitive Reinforcement Learning: a Martingale Approach to Reward Uncertainty

26 citations · 71 across the 14 of their papers we have counts for

collaborators
Showing 2024 · cs.LGShow all

1 paper · 2 filters

cs.LG2024

Scalable Representation Learning for Multimodal Tabular Transactions

Natraj Raman, Sumitra Ganesh, Manuela Veloso

Large language models (LLMs) are primarily designed to understand unstructured text. When directly applied to structured formats such as tabular data, they may struggle to discern…

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