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J. Hook

8 papers hereh-index 8291 citations23 works total

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

author position
  • sole author4
  • first author1
  • middle author3

Across the 8 of 8 papers where every author was matched, so the position is known.

fields
  • math.NA3
  • cs.LG2
  • stat.ML2
  • nlin.CD1
same name
  • J. Hook — 2 papers, h 36
  • J. Hook — 2 papers, h 13

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
20162020
most citedEmbedding and Approximation Theorems for Echo State Networks

132 citations · 198 across the 7 of their papers we have counts for

collaborators
Showing math.NAShow all

3 papers · 1 filter

math.NA2019★ 2 cited

Max-plus Linear Inverse Problems: 2-norm regression and system identification of max-plus linear dynamical systems with Gaussian noise

James Hook

In this paper we present new theory and algorithms for 2-norm regression over the max-plus semiring. As an application we also show how max-plus 2-norm regression can be used in sy…

math.NA2017★ 3 cited

Linear regression over the max-plus semiring: algorithms and applications

James Hook

In this paper we present theory, algorithms and applications for regression over the max- plus semiring. We show how max-plus 2-norm regression can be used to obtain maximum likeli…

math.NA2017★ 4 cited

Min-plus algebraic low rank matrix approximation: a new method for revealing structure in networks

James Hook

In this paper we introduce min-plus low rank matrix approximation. By using min and plus rather than plus and times as the basic operations in the matrix multiplication; min-plus l…

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