Robust Learning with Jacobian Regularization
Paper
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1908.02729
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Published
Dan Roberts
danintheory
AI & ML interests
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Organizations
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authored
9
papers
over 1 year ago
The Principles of Deep Learning Theory
Paper
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2106.10165
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Published
SGD Implicitly Regularizes Generalization Error
Paper
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2104.04874
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Published
Topological Obstructions to Autoencoding
Paper
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2102.08380
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Published
Why is AI hard and Physics simple?
Paper
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2104.00008
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Published
A Solvable Model of Neural Scaling Laws
Paper
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2210.16859
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Published
Feature Learning and Generalization in Deep Networks with Orthogonal Weights
Paper
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2310.07765
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Published
Gradient Descent Happens in a Tiny Subspace
Paper
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1812.04754
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Published
The Unreasonable Ineffectiveness of the Deeper Layers
Paper
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2403.17887
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Published
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