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researcher

Marco Singh

3 papers hereh-index 129 citations3 works total

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

author position
  • first author1
  • middle author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CV1
  • cs.LG1
  • cs.SD1

identity via Semantic Scholar / OpenAlex

activity
20172019
most citedMANAS: Multi-Agent Neural Architecture Search

18 citations · 18 across the 3 of their papers we have counts for

collaborators

3 papers

cs.CV2019★ 18 cited

MANAS: Multi-Agent Neural Architecture Search

Vasco Lopes, Fabio Maria Carlucci, Pedro M Esperança +6

The Neural Architecture Search (NAS) problem is typically formulated as a graph search problem where the goal is to learn the optimal operations over edges in order to maximise a g…

cs.LG2018

Boundary Optimizing Network (BON)

Marco Singh, Akshay Pai

Despite all the success that deep neural networks have seen in classifying certain datasets, the challenge of finding optimal solutions that generalize still remains. In this paper…

cs.SD2017

Exploiting Nontrivial Connectivity for Automatic Speech Recognition

Marius Paraschiv, Lasse Borgholt, Tycho Max Sylvester Tax +2

Nontrivial connectivity has allowed the training of very deep networks by addressing the problem of vanishing gradients and offering a more efficient method of reusing parameters.…

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