Severi Rissanen

Severi Rissanen

PhD student in Machine Learning

Aalto University

Biography

I am a PhD student in the Department of Computer Science at Aalto University. My research interests include diffusion generative models, (physics-inspired) inductive biases in diffusion models, and applications of machine learning in the natural sciences. Previously, I also worked in the intersection of deep latent variable models and causal inference.

Education
  • PhD in Machine Learning, 2021-

    Aalto University

  • MSc in Machine Learning, 2019-2021

    Aalto University

  • BSc in Engineering Physics and Mathematics, 2016-2019

    Aalto University

Publications

(2023). Generative Modelling With Inverse Heat Dissipation. In ICLR 2023.

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Recent Talks

Other / blog posts

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Old School Projects
A couple of selected projects I did before starting my PhD, based on some measure of interestingness.
Old School Projects