Lottery Tickets in Linear Models: An Analysis of Iterative Magnitude Pruning. - Bryn Elesedy; Varun Kanade; Yee Whye Teh (CoRR, 2020)

Provably Strict Generalisation Benefit for Equivariant Models. - Bryn Elesedy; Sheheryar Zaidi (ICML, 2021)

Provably Strict Generalisation Benefit for Invariance in Kernel Methods. - Bryn Elesedy (NeurIPS, 2021)

U-Clip: On-Average Unbiased Stochastic Gradient Clipping. - Bryn Elesedy; Marcus Hutter (CoRR, 2023)