Konstantin Riedl

KonstantinRiedl

Postdoctoral Research Associate in Deep Learning at the Mathematical Institute, University of Oxford

University of Oxford

Oxford

https://www.maths.ox.ac.uk/people/konstantin.riedl

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CBOGlobalConvergenceAnalysis

Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method

20MATLAB

PSOAnalysis

Numerical analysis of Particle Swarm Optimization (PSO) and numerical experiments demonstrating the practicability of the method

4MATLAB

CBOSaddlePoints

A consensus-based optimization methods for saddle point problems (CBO-SP)

4MATLAB

NNPDEs

Numerical analysis of the convergence behavior of adjoint-optimized neural PDEs

4Python

KonstantinRiedl.github.io

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Repositories

KonstantinRiedl/PSOAnalysis

Numerical analysis of Particle Swarm Optimization (PSO) and numerical experiments demonstrating the practicability of the method

MATLAB41Updated 2 years ago

classclassificationderivative-free-optimizationglobal-optimizationhigh-dimensionalillustrationmachine-learningmetaheuristicsnon-convex-optimizationnumerical-analysisoptimizationparticle-swarm-optimization

KonstantinRiedl/CBOSaddlePoints

A consensus-based optimization methods for saddle point problems (CBO-SP)

MATLAB40Updated 2 years ago

consensus-optimizationderivative-free-optimizationmachine-learningnash-equilibrianumerical-analysisoptimizationsaddle-point

KonstantinRiedl/NNPDEs

Numerical analysis of the convergence behavior of adjoint-optimized neural PDEs

Python40Updated 9 months ago

adjoint-optimizationgradient-descentmachine-learningneural-pdeoptimization

KonstantinRiedl/CBOGlobalConvergenceAnalysis

Numerical illustration of a novel analysis framework for consensus-based optimization (CBO) and numerical experiments demonstrating the practicability of the method

MATLAB204Updated 2 years ago

classificationconsensus-optimizationderivative-free-optimizationglobal-optimizationhigh-dimensionalillustrationmachine-learningmetaheuristicsmnistnon-convex-optimizationnumerical-analysisoptimization

KonstantinRiedl/KonstantinRiedl.github.io