586 citations
- Leiden UniversityNL25 papers
- Netherlands Institute for Radio AstronomyNL22 papers
- Centre National de la Recherche ScientifiqueFR12 papers
- Leiden Observatory11 papers
- Observatoire de ParisFR9 papers
- Université Paris Sciences et LettresFR9 papers
- Sorbonne UniversitéFR8 papers
- University of AmsterdamNL8 papers
- University of ManchesterGB8 papers
- Max Planck Institute for Radio AstronomyDE7 papers
- Radboud University NijmegenNL7 papers
- University of GroningenNL7 papers
45 papers
Optimization Trade-offs in Asynchronous Federated Learning: A Stochastic Networks Approach
Abdelkrim Alahyane, Céline Comte, Matthieu Jonckheere
Synchronous federated learning scales poorly due to the straggler effect. Asynchronous algorithms increase the update throughput by processing updates upon arrival, but they introd…
The Spheres Dataset: Multitrack Orchestral Recordings for Music Source Separation and Information Retrieval
Jaime Garcia-Martinez, David Diaz-Guerra, John Anderson +5
This paper introduces The Spheres dataset, multitrack orchestral recordings designed to advance machine learning research in music source separation and related MIR tasks within th…
Exploiting repeated matrix block structures for more efficient CFD on modern supercomputers
Josep Plana-Riu, F. Xavier Trias, Àdel Alsalti-Baldellou +3
Computational Fluid Dynamics (CFD) simulations are often constrained by the memory-bound nature of sparse matrix-vector operations, which eventually limits performance on modern hi…
Multi-domain anomaly detection in a 5G network
Thomas Hoger, Philippe Owezarski
With the advent of 5G, mobile networks are becoming more dynamic and will therefore present a wider attack surface. To secure these new systems, we propose a multi-domain anomaly d…
Efficient Implementation of Gaussian Process Regression Accelerated Saddle Point Searches with Application to Molecular Reactions
Rohit Goswami, Maxim Masterov, Satish Kamath +2
The task of locating first order saddle points on high-dimensional surfaces describing the variation of energy as a function of atomic coordinates is an essential step for identify…
Parameter constraints for accreting millisecond pulsars with synthetic NICER data
Bas Dorsman, Tuomo Salmi, Anna L. Watts +10
Pulse profile modelling (PPM) is a technique for inferring mass, radius and hotspot properties of millisecond pulsars. PPM is now regularly used for analysis of rotation-powered mi…