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CorentinPernot/README.md

Hi, I'm Corentin.
I'm a graduate of ENSAE Paris and the MVA Master's program at ENS Paris-Saclay.
Here are some of my projects:

2024–2025

  • 🌀 Wasserstein Barycenter for Texture MixingWasserstein Barycenter Texture Mixing
  • 📈 Fast Shapelets for Time Series – Discovering patterns using SAX representations – Fast-Shapelets
  • 🧬 Agent-Based Modeling – Social hierarchy emergence – Interactions
  • ✍️ ML for NLP – Detecting AI vs. human-generated text – Spot the Bot
  • 🔄 Optimal Transport – Sinkhorn algorithm with constraints – Sinkhorn-Constrained
  • 🌳 Model Interpretability – Shapley values in tree-based models – TreeShap

2022–2023

  • 💳 Fraud Detection – Applied stats project with Ekimetrics – StatApp
  • 🔢 Log-Linear Models – Simulations and Monte Carlo – Log-Linear-Models

2021–2022

  • 🐜 Ant Colony Optimization – “Strength in numbers” approach using ant colony metaheuristics – AntsProject

Pinned Loading

  1. Wasserstein_Barycenter_Texture_Mixing Wasserstein_Barycenter_Texture_Mixing Public

    Forked from mchabrol/Convolutional-Wasserstein-Distances

    Jupyter Notebook 1

  2. Fast-Shapelets Fast-Shapelets Public

    Jupyter Notebook

  3. interactions interactions Public

    Interactions

    Jupyter Notebook

  4. Sinkhorn-Constrained Sinkhorn-Constrained Public

    Sinkhorn for constrained OT problems

    Jupyter Notebook

  5. TreeShap TreeShap Public

    Jupyter Notebook 1

  6. AntsProject AntsProject Public

    Jupyter Notebook