no code implementations • 22 Jul 2023 • Lawrence Wang, Stephen Roberts
Modern neural networks are undeniably successful.
no code implementations • 29 May 2023 • Lawrence Wang, Stephen J. Roberts
By considering the local curvature, we propose Sharpness Adjusted Number of Effective parameters (SANE), a measure of effective dimensionality for the quality of solutions.
1 code implementation • 14 Oct 2021 • Ivan Kiskin, Marianne Sinka, Adam D. Cobb, Waqas Rafique, Lawrence Wang, Davide Zilli, Benjamin Gutteridge, Rinita Dam, Theodoros Marinos, Yunpeng Li, Dickson Msaky, Emmanuel Kaindoa, Gerard Killeen, Eva Herreros-Moya, Kathy J. Willis, Stephen J. Roberts
Our extensive dataset is both challenging to machine learning researchers focusing on acoustic identification, and critical to entomologists, geo-spatial modellers and other domain experts to understand mosquito behaviour, model their distribution, and manage the threat they pose to humans.
1 code implementation • 14 Jan 2020 • Ivan Kiskin, Adam D. Cobb, Lawrence Wang, Stephen Roberts
Mosquitoes are the only known vector of malaria, which leads to hundreds of thousands of deaths each year.