938 citations
- The Alan Turing InstituteGB49 papers
- University of ManchesterGB16 papers
- Queen Mary University of LondonGB12 papers
- University College LondonGB12 papers
- University of OxfordGB10 papers
- University of CambridgeGB9 papers
- University of WarwickGB9 papers
- University of EdinburghGB7 papers
- University of LondonGB6 papers
- Astronomy and SpaceAU5 papers
- Commonwealth Scientific and Industrial Research OrganisationAU5 papers
- Imperial College LondonGB5 papers
12 papers · 1 filter
Information Shift Dynamics Described by Tsallis Entropy on a Compact Phase Space
Jin Yan, Christian Beck
Recent mathematical investigations have shown that under very general conditions exponential mixing implies the Bernoulli property. As a concrete example of a statistical mechanics…
Augmenting Flight Training with AI to Efficiently Train Pilots
Michael Guevarra, Srijita Das, Christabel Wayllace +3
We propose an AI-based pilot trainer to help students learn how to fly aircraft. First, an AI agent uses behavioral cloning to learn flying maneuvers from qualified flight instruct…
Constraining the SN Ia Host Galaxy Dust Law Distribution and Mass Step: Hierarchical BayeSN Analysis of Optical and Near-Infrared Light Curves
Stephen Thorp, Kaisey S. Mandel
We use the BayeSN hierarchical probabilistic SED model to analyse the optical-NIR () light curves of 86 Type Ia supernovae (SNe Ia) from the Carnegie Supernova Project to…
Weighted simplicial complexes and their representation power of higher-order network data and topology
Federica Baccini, Filippo Geraci, Ginestra Bianconi
Hypergraphs and simplical complexes both capture the higher-order interactions of complex systems, ranging from higher-order collaboration networks to brain networks. One open prob…
Prototyping three key properties of specific curiosity in computational reinforcement learning
Nadia M. Ady, Roshan Shariff, Johannes Günther +1
Curiosity for machine agents has been a focus of intense research. The study of human and animal curiosity, particularly specific curiosity, has unearthed several properties that w…
Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift
Inigo V. Slijepcevic, Anna M. M. Scaife, Mike Walmsley +4
In this work we examine the classification accuracy and robustness of a state-of-the-art semi-supervised learning (SSL) algorithm applied to the morphological classification of rad…