Search Results for author: Luke Darlow

Found 3 papers, 1 papers with code

An Analysis of Linear Time Series Forecasting Models

no code implementations21 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.

regression Time Series +1

How Does It Function? Characterizing Long-term Trends in Production Serverless Workloads

1 code implementation15 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.

Scheduling Time Series Prediction

Latent Adversarial Debiasing: Mitigating Collider Bias in Deep Neural Networks

no code implementations19 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.

Selection bias

Cannot find the paper you are looking for? You can Submit a new open access paper.