1.6k citations
- Dublin Institute For Advanced StudiesIE81 papers
- University College DublinIE52 papers
- Centre National de la Recherche ScientifiqueFR49 papers
- Trinity College DublinIE36 papers
- National Institute for AstrophysicsIT31 papers
- Istituto di Radioastronomia di BolognaIT28 papers
- Leiden UniversityNL27 papers
- University of TübingenDE25 papers
- Argonne National LaboratoryUS24 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR24 papers
- Netherlands Institute for Radio AstronomyNL24 papers
- Queen's University BelfastGB23 papers
24 papers · 1 filter
Is Complete Labeling Necessary? Understanding Active Learning in Longitudinal Medical Imaging
Siteng Ma, Honghui Du, Prateek Mathur +4
Detecting changes in longitudinal medical imaging using deep learning requires a substantial amount of accurately labeled data. However, labeling these images is notably more costl…
Filtering amplitude dependence of correlation dynamics in complex systems: application to the cryptocurrency market
Marcin Wątorek, Marija Bezbradica, Martin Crane +2
Based on the cryptocurrency market dynamics, this study presents a general methodology for analyzing evolving correlation structures in complex systems using the -dependent detr…
Explainable AI for Infection Prevention and Control: Modeling CPE Acquisition and Patient Outcomes in an Irish Hospital with Transformers
Minh-Khoi Pham, Tai Tan Mai, Martin Crane +9
Carbapenemase-Producing Enterobacteriace poses a critical concern for infection prevention and control in hospitals. However, predictive modeling of previously highlighted CPE-asso…
Limit theorems for stochastic Volterra processes
Luigi Amedeo Bianchi, Stefano Bonaccorsi, Ole Cañadas +1
We introduce an abstract Hilbert space-valued framework of Markovian lifts for stochastic Volterra equations with operator-valued Volterra kernels. Our main results address the exi…
Can you fall into a McVittie black hole? Will you survive?
Brien C. Nolan
Yes and maybe. In contrast to the fluid particles of this perfect fluid spacetime which follow non-geodesic world-lines and escape to infinity, we prove that freely-falling test pa…
Community-level Contagion among Diverse Financial Assets
An Pham Ngoc Nguyen, Marija Bezbradica, Martin Crane
As global financial markets become increasingly interconnected, financial contagion has developed into a major influencer of asset price dynamics. Motivated by this context, our st…