Arash Mehrjou, PhD

Arash Mehrjou, PhD

Research Scientist in GSK.ai.

Talks

Learning Dynamical Systems using Local Stability Priors

October 07, 2020

Talk, Second Symposium on Machine Learning and Dynamical Systems, Fields Institute. , Toronto, Canada

This talk is about the paper “Learning dynamical systems using local stability priors” Link which concerns the problem of learning a dynamical system and its Lyapunov function together.

Nonlinear non-Gaussian filtering for dynamical systems

October 01, 2018

Talk, NeurIPS2018, Learning2Control workshop, Montreal, Canada

This talk is about a neural network framework to perform nonlinear and non-Gaussian filtering for dynamical systems. This allows to extend Kalman filters in the nonlinear realm.

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