no code implementations • 21 Mar 2024 • William Toner, Luke Darlow
Despite their simplicity, linear models perform well at time series forecasting, even when pitted against deeper and more expensive models.
1 code implementation • 15 Dec 2023 • Artjom Joosen, Ahmed Hassan, Martin Asenov, Rajkarn Singh, Luke Darlow, JianFeng Wang, Adam Barker
The first trace is derived from Huawei's internal workloads and contains detailed per-second statistics for 200 functions running across multiple Huawei cloud data centers.
no code implementations • 19 Nov 2020 • Luke Darlow, Stanisław Jastrzębski, Amos Storkey
By training neural networks on these adversarial examples, we can improve their generalisation in collider bias settings.