Michał Grudzień

Michał Grudzień

PhD student in Computer Science

École Polytechnique Fédérale de Lausanne (EPFL)

Biography

I am currently a PhD student in Computer Science at the École Polytechnique Fédérale de Lausanne (EPFL), specializing in large language models (LLMs) and optimization. Prior to this, I earned an MA in Mathematics and Computer Science from the University of Oxford, where my research focused on the quantization of LLMs. I also hold a BSc in Mathematics and Statistics from Oxford, ranking in the top 5 of my cohort. My academic and research interests span natural language processing, reinforcement learning, and generative AI. I have co-authored papers on federated learning and reinforcement learning at major conferences, including AISTATS and FL-ICML.

Interests
  • Large Language Models
  • Computer Vision
  • Reinforcement Learning
  • Federated Learning
  • Optimization
Education
  • BSc in Mathematics and Statistics, 2020-2023

    The University of Oxford

  • MSc in Mathematics and Computer Science, 2023-2024

    The University of Oxford

  • PhD student in Computer Science, 2024-Present

    École Polytechnique Fédérale de Lausanne (EPFL)

Recent Publications

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(2024). Highway Reinforcement Learning. https://arxiv.org/pdf/2405.18289.