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Victorletzelter/README.md

Hello, welcome to my github repository !

Graduated from an MSc. Engineer degree (French « Grandes Écoles ») and a Research Master (MVA), I am passionated for mathematics and its applications, especially in artificial intelligence (deep learning, reinforcement learning, machine perception, vision, sound) and random modelling (computational statistics, state-space models, stochastic calculus).

I am currently a Ph.D. student at Télécom Paris and Valeo.ai and my research focuses on several problems related to distribution learning, uncertainty estimation and domain adaptation for complex tasks, especially with audio data.

Feel free to discover my favorites personnal or group projects in my repositories.

Languages :

Python R C Shell Script

ML/DL Frameworks :

PyTorch TensorFlow Pandas Numpy SciPy OpenCV

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  1. code-rMCL code-rMCL Public

    Code for associated with the NeurIPS23 publication 'Resilient Multiple Choice Learning: A learned scoring scheme with application to audio scene analysis'.

    Python 5

  2. VoronoiWTA VoronoiWTA Public

    Official code of the ICML24 paper: "Winner-takes-all learners are geometry-aware conditional density estimators"

    Python 7

  3. annealed_mcl annealed_mcl Public

    Annealed Multiple Choice Learning: Overcoming limitations of Winner-takes-all with annealing (NeurIPS 2024)

    Python