Teaching at CPE Lyon

2019-2020

• Optimisation: Contact Marion Foare (M1 level).
  • Convex optimisation
  • Nondifferentiable optimisation (proximity operator).
  • Legendre-Fenchelet Rockafellar duality
  • Constrained optimisation
• Random signal processing: Contact Paulo Gonçalves (M1 level).
  • Probability density estimation
  • Bias–variance tradeoff
  • Quadratic detection
  • Optimal linear filtering

2018-2019

• Optimisation: Contact Marion Foare (M1 level).
  • Convex optimisation
  • Nondifferentiable optimisation (proximity operator).
  • Legendre-Fenchelet Rockafellar duality
  • Constrained optimisation
• Data mining: Contact John Samuel (M1 level).
  • Introduction to python
  • Clustering
  • Classification (SVM, perceptron)
  • Neural network with Tensorflow
• Random signal processing: Contact Paulo Gonçalves (M1 level).
  • Probability density estimation
  • Bias–variance tradeoff
  • Quadratic detection
  • Optimal linear filtering
• Signals and linear systems: Contact Paulo Gonçalves (L3 level).
  • Fourier transform
  • Sampling
  • Correlation

2017-2018

• Random signal processing: Contact Paulo Gonçalves (M1 level).
  • Probability density estimation
  • Bias–variance tradeoff
  • Quadratic detection
  • Optimal linear filtering
• Digital signal processing: Contact Nicole Gache (L3 level).
  • Discrete Fourier transform & Fast Fourier trasform
  • Finite impulse response (FIR) filter
  • Infinite impulse response (IIR) filter
• Speech processings: Contact Nicole Gache (M2 level).
  • speech coding