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Smith, Kenny
4 publications
ICLR
2024
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning
Shangmin Guo
,
Yi Ren
,
Stefano V Albrecht
,
Kenny Smith
ICLR
2023
Compositionality with Variation Reliably Emerges in Neural Networks
Henry Conklin
,
Kenny Smith
ICLR
2022
Expressivity of Emergent Languages Is a Trade-Off Between Contextual Complexity and Unpredictability
Shangmin Guo
,
Yi Ren
,
Kory Wallace Mathewson
,
Simon Kirby
,
Stefano V Albrecht
,
Kenny Smith
NeurIPSW
2022
Sample Relationships Through the Lens of Learning Dynamics with Label Information
Shangmin Guo
,
Yi Ren
,
Stefano V Albrecht
,
Kenny Smith