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researcher

James Ferlez

13 papers hereh-index 7140 citations16 works total

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

author position
  • first author8
  • middle author5

Across the 13 of 13 papers where every author was matched, so the position is known.

fields
  • cs.LG9
  • eess.SY2
  • cs.LO1
  • cs.RO1

identity via Semantic Scholar / OpenAlex

activity
20172025
most citedShieldNN: A Provably Safe NN Filter for Unsafe NN Controllers

15 citations · 18 across the 12 of their papers we have counts for

collaborators
Showing 2019Show all

1 paper · 1 filter

cs.LG2019★ 1 cited

AReN: Assured ReLU NN Architecture for Model Predictive Control of LTI Systems

James Ferlez, Yasser Shoukry

In this paper, we consider the problem of automatically designing a Rectified Linear Unit (ReLU) Neural Network (NN) architecture that is sufficient to implement the optimal Model…

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