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  1. denoising-diffusion-model denoising-diffusion-model Public

    Implementation of a denoising diffusion model to generate images from the MNIST and CIFAR-10 datasets. Comparison with results generated by Wasserstein-GANs. Project led by Antoine Roche, Alban Gér…

    Jupyter Notebook 1

  2. stratification-monte-carlo stratification-monte-carlo Public

    Approximation of the integral of a multivariate function using various Monte-Carlo methods (naive MC, quasi-MC, Haber estimators, importance sampling).

    Jupyter Notebook

  3. time-series-project time-series-project Public

    Implementation of several techniques from time series theory to forecast the monthly, seasonally and working-day adjusted IPI for the manufacture of beverages in France.

    TeX

  4. robust-smoothed-wasserstein robust-smoothed-wasserstein Public

    Repository for my research internship at the University of Geneva, where I studied the properties of a robust and smoothed version of the Wasserstein distance for optimal transport and its applicat…

    TeX