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  • Swiss Federal Institute of Technology in Lausanne (EPFL)
  • Lausanne, Switzerland

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  1. learning-to-optimize learning-to-optimize Public

    Code for our paper Investigation into the Training Dynamics of Learned Optimizers, 2023.

    Jupyter Notebook

  2. decoding-brain-activity-thesis decoding-brain-activity-thesis Public

    Code for my bachelor's thesis titled "Decoding visual stimuli from cortical activity using neural networks" (2024)

    Python

  3. fractional-learning-to-optimize fractional-learning-to-optimize Public

    Combining fractional gradient descent with Learning-to-Optimize method.

    Jupyter Notebook 1

  4. hierarchical-hypernets hierarchical-hypernets Public

    Hierarchical Hypernetworks for Continual Learning.

    Python

  5. deep-q-learning-driver deep-q-learning-driver Public

    Implementation of Deep reinforcement learning (Q-learning) in a self-made game environment of a highway driver.

    Python

  6. in-context-learning in-context-learning Public

    Paper Reproduction: General-Purpose In-Context Learning by Meta-Learning Transformers.

    Jupyter Notebook 2 1