Search Results for author: Bryn Elesedy

Found 3 papers, 0 papers with code

Provably Strict Generalisation Benefit for Equivariant Models

no code implementations20 Feb 2021 Bryn Elesedy, Sheheryar Zaidi

It is widely believed that engineering a model to be invariant/equivariant improves generalisation.

Lottery Tickets in Linear Models: An Analysis of Iterative Magnitude Pruning

no code implementations16 Jul 2020 Bryn Elesedy, Varun Kanade, Yee Whye Teh

We analyse the pruning procedure behind the lottery ticket hypothesis arXiv:1803. 03635v5, iterative magnitude pruning (IMP), when applied to linear models trained by gradient flow.

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