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CeliaBenquet/README.md

Hi there I'm Célia (she/her) 👋

Linkedin: CeliaBenquet Bluesky: celia-bqt

I'm a third-year PhD candidate at the Mathis Lab of Adaptative Intelligence 🐭.

🔭 I develop data-driven models that combine vision 👀, movement 💪, decision-making 🧩, and neural signals to study how agents act under uncertainty. My research focuses on representation learning and contrastive learning on high-dimensional behavioral and neural data. I'm also exploring reinforcement learning to understand how agents actively seek information in a task-driven manner.

  • 👩‍🎓 EPFL alumna 🇨🇭, specialization in computational engineering & neuroscience 🧠
  • Master's thesis at the Uchida Lab (Harvard University), on the neural basis of belief state computation in the brain.
  • 🌐 Check out my website.

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  1. ML_course ML_course Public

    Forked from epfml/ML_course

    EPFL Machine Learning Course, Fall 2019

    Jupyter Notebook

  2. Project_ADA Project_ADA Public

    Applied Data Analysis

    HTML 1

  3. IAPRProject IAPRProject Public

    Image Analysis and Pattern Recognition

    Jupyter Notebook

  4. DeepLearningProject DeepLearningProject Public

    Forked from Arturjssln/DeepLearningProject

    EE-559 Deep Learning course, Prog. François Fleuret

    Python

  5. IntelligentAgents IntelligentAgents Public

    Forked from Arturjssln/IntelligentAgents

    CS-430 Intelligent Agents course, Prof. Boi Faltings

    HTML

  6. CEBRA CEBRA Public

    Forked from AdaptiveMotorControlLab/CEBRA

    Learnable latent embeddings for joint behavioral and neural analysis - Official implementation of CEBRA

    Python