Search Results for author: Lawrence Wang

Found 4 papers, 2 papers with code

SANE: The phases of gradient descent through Sharpness Adjusted Number of Effective parameters

no code implementations29 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.

HumBugDB: A Large-scale Acoustic Mosquito Dataset

1 code implementation14 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.

Cultural Vocal Bursts Intensity Prediction

HumBug Zooniverse: a crowd-sourced acoustic mosquito dataset

1 code implementation14 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.

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