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20142023
most citedMulti-period Time Series Modeling with Sparsity via Bayesian Variational Inference

16 citations · 66 across the 13 of their papers we have counts for

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Showing 2021Show all

2 papers · 1 filter

cs.LG2021★ 14 cited

Generalization bounds via distillation

Daniel Hsu, Ziwei Ji, Matus Telgarsky +1

This paper theoretically investigates the following empirical phenomenon: given a high-complexity network with poor generalization bounds, one can distill it into a network with ne…

cs.LG2021★ 2 cited

On the Approximation Power of Two-Layer Networks of Random ReLUs

Daniel Hsu, Clayton Sanford, Rocco A. Servedio +1

This paper considers the following question: how well can depth-two ReLU networks with randomly initialized bottom-level weights represent smooth functions? We give near-matching u…