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researcher

Jan-P. Calliess

9 papers hereh-index 10421 citations30 works total

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

author position
  • sole author2
  • first author2
  • middle author4

Across the 8 of 9 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • math.OC2
  • stat.ML2
  • cs.AI1
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20112021
most citedAsynchronous Batch Bayesian Optimisation with Improved Local Penalisation

19 citations · 36 across the 6 of their papers we have counts for

collaborators
Showing 2017Show all

2 papers · 1 filter

cs.LG2017

Lipschitz Optimisation for Lipschitz Interpolation

Jan-Peter Calliess

Techniques known as Nonlinear Set Membership prediction, Kinky Inference or Lipschitz Interpolation are fast and numerically robust approaches to nonparametric machine learning tha…

math.OC2017

Lazily Adapted Constant Kinky Inference for Nonparametric Regression and Model-Reference Adaptive Control

Jan-Peter Calliess

Techniques known as Nonlinear Set Membership prediction, Lipschitz Interpolation or Kinky Inference are approaches to machine learning that utilise presupposed Lipschitz properties…

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