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researcher

Tim Mitchell

18 papers hereh-index 9341 citations26 works total

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

author position
  • sole author4
  • first author2
  • middle author9
  • last author3

Across the 18 of 18 papers where every author was matched, so the position is known.

fields
  • math.OC11
  • cs.LG4
  • math.NA2
  • eess.SY1

identity via Semantic Scholar / OpenAlex

activity
20172023
most citedOptimization and Optimizers for Adversarial Robustness

2 citations · 6 across the 14 of their papers we have counts for

collaborators
Showing 2017Show all

4 papers · 1 filter

eess.SY2017

On Reduced Input-Output Dynamic Mode Decomposition

Peter Benner, Christian Himpe, Tim Mitchell

The identification of reduced-order models from high-dimensional data is a challenging task, and even more so if the identified system should not only be suitable for a certain dat…

math.OC2017

Extended and improved criss-cross algorithms for computing the spectral value set abscissa and radius

Peter Benner, Tim Mitchell

In this paper, we extend the original criss-cross algorithms for computing the ε-pseudospectral abscissa and radius to general spectral value sets. By proposing new roo…

math.OC2017

Faster and more accurate computation of the H∞​ norm via optimization

Peter Benner, Tim Mitchell

In this paper, we propose an improved method for computing the H∞​ norm of linear dynamical systems that results in a code that is often several times faster than…

math.OC2017

Approximating the Real Structured Stability Radius with Frobenius Norm Bounded Perturbations

Nicola Guglielmi, Mert Gurbuzbalaban, Tim Mitchell +1

We propose a fast method to approximate the real stability radius of a linear dynamical system with output feedback, where the perturbations are restricted to be real valued and bo…

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