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Tutorial
Mon 6:25 Approaches: what can be learned from biology?
Dhireesha Kudithipudi
Poster
Tue 14:00 Holomorphic Equilibrium Propagation Computes Exact Gradients Through Finite Size Oscillations
Axel Laborieux · Friedemann Zenke
Workshop
Designing Biological Sequences via Meta-Reinforcement Learning and Bayesian Optimization
Leo Feng · Padideh Nouri · Aneri Muni · Yoshua Bengio · Pierre-Luc Bacon
Poster
Tue 14:00 Biological Learning of Irreducible Representations of Commuting Transformations
Alexander Genkin · David Lipshutz · Siavash Golkar · Tiberiu Tesileanu · Dmitri Chklovskii
Poster
Thu 14:00 A contrastive rule for meta-learning
Nicolas Zucchet · Simon Schug · Johannes von Oswald · Dominic Zhao · João Sacramento
Poster
Tue 9:00 Unsupervised Object Representation Learning using Translation and Rotation Group Equivariant VAE
Alireza Nasiri · Tristan Bepler
Workshop
Representation Learning to Effectively Integrate and Interpret Omics Data
Sara Masarone
Workshop
meTCRs - Learning a metric for T-cell receptors
Felix Drost · Lennard Schiefelbein · Benjamin Schubert
Poster
Wed 9:00 On the Stability and Scalability of Node Perturbation Learning
Naoki Hiratani · Yash Mehta · Timothy Lillicrap · Peter E Latham
Poster
Tue 14:00 Single-phase deep learning in cortico-cortical networks
Will Greedy · Heng Wei Zhu · Joseph Pemberton · Jack Mellor · Rui Ponte Costa
Poster
Thu 9:00 Modeling Human Exploration Through Resource-Rational Reinforcement Learning
Marcel Binz · Eric Schulz
Poster
Tue 9:00 Distinguishing Learning Rules with Brain Machine Interfaces
Jacob Portes · Christian Schmid · James M Murray