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Carter Lyons

3 papers hereh-index 436 citations9 works total

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  • first author3

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  • stat.ML1

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1 paper · 1 filter

stat.ML2024

On Generalization Bounds for Deep Compound Gaussian Neural Networks

Carter Lyons, Raghu G. Raj, Margaret Cheney

Algorithm unfolding or unrolling is the technique of constructing a deep neural network (DNN) from an iterative algorithm. Unrolled DNNs often provide better interpretability and s…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.