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Alexander Meulemans

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Institute of Neuroinformatics, ETH Zürich and University of Zürich, Zürich, Switzerland

Structured Entity Extraction Using Large Language Models

Feb 06, 2024
Haolun Wu, Ye Yuan, Liana Mikaelyan, Alexander Meulemans, Xue Liu, James Hensman, Bhaskar Mitra

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Would I have gotten that reward? Long-term credit assignment by counterfactual contribution analysis

Jun 29, 2023
Alexander Meulemans, Simon Schug, Seijin Kobayashi, Nathaniel Daw, Gregory Wayne

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The least-control principle for learning at equilibrium

Jul 04, 2022
Alexander Meulemans, Nicolas Zucchet, Seijin Kobayashi, Johannes von Oswald, João Sacramento

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Minimizing Control for Credit Assignment with Strong Feedback

Apr 14, 2022
Alexander Meulemans, Matilde Tristany Farinha, Maria R. Cervera, João Sacramento, Benjamin F. Grewe

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Credit Assignment in Neural Networks through Deep Feedback Control

Jun 15, 2021
Alexander Meulemans, Matilde Tristany Farinha, Javier García Ordóñez, Pau Vilimelis Aceituno, João Sacramento, Benjamin F. Grewe

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Challenges for Using Impact Regularizers to Avoid Negative Side Effects

Feb 23, 2021
David Lindner, Kyle Matoba, Alexander Meulemans

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A Theoretical Framework for Target Propagation

Jun 25, 2020
Alexander Meulemans, Francesco S. Carzaniga, Johan A. K. Suykens, João Sacramento, Benjamin F. Grewe

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Continual Learning in Recurrent Neural Networks with Hypernetworks

Jun 22, 2020
Benjamin Ehret, Christian Henning, Maria R. Cervera, Alexander Meulemans, Johannes von Oswald, Benjamin F. Grewe

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