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researcher

J. Leth

16 papers hereh-index 13727 citations118 works total

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

author position
  • middle author8
  • last author8

Across the 16 of 16 papers where every author was matched, so the position is known.

fields
  • eess.SY6
  • math.OC3
  • stat.ML3
  • cs.LG1
  • cs.NI1
  • math.DS1

identity via Semantic Scholar / OpenAlex

activity
20132025
most citedPAC-Bayes Generalisation Bounds for Dynamical Systems Including Stable RNNs

4 citations · 11 across the 10 of their papers we have counts for

collaborators
Showing 2021 · stat.MLShow all

1 paper · 2 filters

stat.ML2021

PAC-Bayesian theory for stochastic LTI systems

Deividas Eringis, John Leth, Zheng-Hua Tan +3

In this paper we derive a PAC-Bayesian error bound for autonomous stochastic LTI state-space models. The motivation for deriving such error bounds is that they will allow deriving…

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