sebcolla

PEP-talks

Performance-Estimation-Toolbox

Code of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.

.github

PEPit

PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.

Performance-Estimation-Problems-for-distributed-optimization

Performance-Estimation-Toolbox

Code of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.

Simulation-Tool-TFE-OMAS

Simulation tool used during my master thesis at UCLouvain: "Data fusion in open multi-agent systems for decentralized estimation"

LINGI1123-Calculabilite

LINMA2345

LINMA2345 - Game Theory theory course given at UCL

sebcolla/Performance-Estimation-Problems-for-distributed-optimization

sebcolla/Performance-Estimation-Toolbox

Code of the Performance Estimation Toolbox (PESTO) whose aim is to ease the access to the PEP methodology for performing worst-case analyses of first-order methods in convex and nonconvex optimization. The numerical worst-case analyses from PEP can be performed just by writting the algorithms just as you would implement them.

sebcolla/Simulation-Tool-TFE-OMAS

Simulation tool used during my master thesis at UCLouvain: "Data fusion in open multi-agent systems for decentralized estimation"

sebcolla/.github

sebcolla/PEPit

PEPit is a package enabling computer-assisted worst-case analyses of first-order optimization methods.