259 citations · 2.9k across the 123 of their papers we have counts for
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stat.ML2023★ 2 cited
The Interpolating Information Criterion for Overparameterized Models
Liam Hodgkinson, Chris van der Heide, Robert Salomone +2
The problem of model selection is considered for the setting of interpolating estimators, where the number of model parameters exceeds the size of the dataset. Classical informatio…
stat.ML2023
A Heavy-Tailed Algebra for Probabilistic Programming
Feynman Liang, Liam Hodgkinson, Michael W. Mahoney
Despite the successes of probabilistic models based on passing noise through neural networks, recent work has identified that such methods often fail to capture tail behavior accur…