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Sourav Dey

4 papers hereh-index 12489 citations17 works total

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

author position
  • middle author4

Across the 4 of 4 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • stat.ML1
same name
  • Sourav Dey — 7 papers, h 2
  • Sourav Dey — 5 papers
  • Sourav Dey — 4 papers, h 4
  • Sourav Dey — 2 papers, h 1
  • Sourav Dey — 1 paper, h 2
  • Sourav Dey — 1 paper, h 7

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
20182020
most citedCityLearn: Standardizing Research in Multi-Agent Reinforcement Learning for Demand Response and Urban Energy Management

44 citations · 83 across the 4 of their papers we have counts for

collaborators
Showing 2018Show all

1 paper · 1 filter

cs.LG2018

Scalable Convolutional Dictionary Learning with Constrained Recurrent Sparse Auto-encoders

Bahareh Tolooshams, Sourav Dey, Demba Ba

Given a convolutional dictionary underlying a set of observed signals, can a carefully designed auto-encoder recover the dictionary in the presence of noise? We introduce an auto-e…

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