Deep Learning Modus OperandiExplores the benefits of deeper networks in deep learning and the importance of over-parameterization and generalization.
Numerical analysisCovers advanced numerical analysis topics including deep neural networks and optimization methods.
Interpolation de fonctionExplores interpolation of regular functions, error analysis, convergence, and Chebyshev polynomials.