I'm interested in the theory of neural networks.
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International School of Advanced Studies (SISSA)
- Trieste, Italy
- https://datascience.sissa.it/research-unit/12/theory-of-neural-networks
- @sebastiangoldt
Popular repositories Loading
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hidden-manifold-model
hidden-manifold-model PublicTools to train neural networks on structured data sets
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gaussian-equiv-2layer
gaussian-equiv-2layer PublicCode and resources for "The Gaussian equivalence of generative models for learning with two-layer neural networks" [https://arxiv.org/abs/2006.14709]
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dist_inc_comp
dist_inc_comp PublicExperiments exploring a distributional simplicity bias in neural networks
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conv_emerge
conv_emerge PublicCode to accompany "Data-driven emergence of convolutional structure in neural networks" [arXiv:2202.00565]
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