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46 Results
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Poster
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Thu 14:00 |
A contrastive rule for meta-learning Nicolas Zucchet · Simon Schug · Johannes von Oswald · Dominic Zhao · João Sacramento |
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Tutorial
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Mon 6:25 |
Approaches: what can be learned from biology? Dhireesha Kudithipudi |
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Poster
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Tue 14:00 |
Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations Axel Laborieux · Friedemann Zenke |
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Poster
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Wed 14:00 |
The least-control principle for local learning at equilibrium Alexander Meulemans · Nicolas Zucchet · Seijin Kobayashi · Johannes von Oswald · João Sacramento |
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Workshop
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Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization Leo Feng · Padideh Nouri · Aneri Muni · Yoshua Bengio · Pierre-Luc Bacon |
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Poster
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Wed 14:00 |
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules Yuhan Helena Liu · Arna Ghosh · Blake Richards · Eric Shea-Brown · Guillaume Lajoie |
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Poster
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Tue 14:00 |
Biological Learning of Irreducible Representations of Commuting Transformations Alexander Genkin · David Lipshutz · Siavash Golkar · Tiberiu Tesileanu · Dmitri Chklovskii |
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Poster
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Wed 9:00 |
Learning Symmetric Rules with SATNet Sangho Lim · Eun-Gyeol Oh · Hongseok Yang |
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Workshop
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Phase transitions and structure formation in learning local rules Bojan Žunkovič · Enej Ilievski |
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Poster
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Tue 9:00 |
Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE Alireza Nasiri · Tristan Bepler |
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Workshop
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Representation Learning to Effectively Integrate and Interpret Omics Data Sara Masarone |
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Poster
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Thu 9:00 |
RISE: Robust Individualized Decision Learning with Sensitive Variables Xiaoqing Tan · Zhengling Qi · Christopher Seymour · Lu Tang |