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Somdeb Sarkhel

Adobe Research

19 papers hereh-index 8382 citations60 works total

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

author position
  • middle author17

Across the 17 of 19 papers where every author was matched, so the position is known.

fields
  • cs.CV5
  • cs.LG5
  • cs.AI3
  • cs.CL3
  • cs.DS1
  • cs.IR1
affiliations
  • Adobe Research
ORCID 0009-0006-2055-9647

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedOn the verification of Embeddings using Hybrid Markov Logic

4 citations · 8 across the 15 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

cs.LG2023★ 4 cited

On the verification of Embeddings using Hybrid Markov Logic

Anup Shakya, Abisha Thapa Magar, Somdeb Sarkhel +1

The standard approach to verify representations learned by Deep Neural Networks is to use them in specific tasks such as classification or regression, and measure their performance…

cs.CL2023★ 3 cited

ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Yuchen Zhuang, Xiang Chen, Tong Yu +5

Large language models (LLMs) have demonstrated powerful decision-making and planning capabilities in solving complicated real-world problems. LLM-based autonomous agents can intera…

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