Elias Najarro

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I'm a Ph.D. fellow at the Creative AI Lab, IT University of Copenhagen; advised by Sebastian Risi.
My background is in physics and computational neuroscience.
I'm currently working on applying ideas from Self-Organization and Bio-Inspired systems to machine learning. Particularly, how they can be utilised for Meta-Learning, Open-Endedness and scientific applications.
Previously, I wrote my MSc thesis on computational neuroscience at BergLab, Dept. of Neuroscience, University of Copenhagen. I hold an BSc degree in Physics from Sorbonne University and a Master in Computational Physics from the Niels Bohr Institute (NBI), University of Copenhagen.
My interests are broad and I'm always keen on collaborating with other researchers
—notably if from a different discipline.
If you have an idea for a potential collaboration you'd like to discuss, feel free to reach out.
Publications
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2023
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S Sudhakaran, M González-Duque, C Glanois, M Freiberger, E Najarro, S Risi
Pre-print -
Kamila M Jozwik, Elias Najarro, JF van den Bosch, Ian Charest, Radoslaw M Cichy, Nikolaus Kriegeskorte
Peer-reviewed paper Cognitive Neuroscience Communications Biology -
Elias Najarro, Shyam Sudhakaran, Claire Glanois, Sebastian Risi
Peer-reviewed paper RL Self-organization ICLR From Cells to Societies Workshop, 2022 -
Shyam Sudhakaran, Elias Najarro, Sebastian Risi
Peer-reviewed paper RL Self-organization ICLR From Cells to Societies Workshop, 2022 -
Sidney Pontes-Filho, Kathryn Walker, Elias Najarro, Stefano Nichele, Sebastian Risi
Peer-reviewed paper Conference on Genetic and Evolutionary Computation, GECCO Companion 2022 -
Shyam Sudhakaran, Djordje Grbic, Siyan Li, Adam Katona, Elias Najarro, Claire Glanois, Sebastian Risi
Peer-reviewed paper Self-organization Artificial Life Conference Proceedings, 2021 -
Djordje Grbic, Rasmus B Palm, Elias Najarro, Claire Glanois, Sebastian Risi
Peer-reviewed paper Applications of Evolutionary Computation — EvoStar, 2021 -
Machine-learning Methods Applied to Inverse Problems in Motor Neuronal NetworksElias Najarro. Supervised by James Avery & Rune Berg
MSc Thesis Computational Neuroscience University of Copenhagen, 2021 -
Elias Najarro, Sebastian Risi
Peer-reviewed paper RL NeurIPS, 2020 -
Rasmus B Palm, Elias Najarro, Sebastian Risi
Peer-reviewed paper RL Pre-registration workshop NeurIPS, 2020
2022
2021
2020