From the 1 of 45 papers with an AI index.
108 citations
- Centre National de la Recherche ScientifiqueFR6 papers
- Hochschule BielefeldDE6 papers
- Astronomical ObservatoryRS5 papers
- Helsinki Institute of PhysicsFI5 papers
- Institució Catalana de Recerca i Estudis AvançatsES5 papers
- Institut National de Physique Nucléaire et de Physique des ParticulesFR5 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT5 papers
- Leiden UniversityNL5 papers
- University of BonnDE5 papers
- University of BristolGB5 papers
- University of GenevaCH5 papers
- Aalto UniversityFI4 papers
4 papers · 1 filter
Pruning Federated Models through Loss Landscape Analysis and Client Agreement Scoring
Christian Internò, Elena Raponi, Markus Olhofer +5
The practical deployment of Federated Learning (FL) on resource-constrained devices is fundamentally limited by the high cost of training large models and the instability caused by…
Drift Localization using Conformal Predictions
Fabian Hinder, Valerie Vaquet, Johannes Brinkrolf +1
Concept drift -- the change of the distribution over time -- poses significant challenges for learning systems and is of central interest for monitoring. Understanding drift is thu…
SCRIPT: Implementing an Intelligent Tutoring System for Programming in a German University Context
Alina Deriyeva, Jesper Dannath, Benjamin Paassen
Practice and extensive exercises are essential in programming education. Intelligent tutoring systems (ITSs) are a viable option to provide individualized hints and advice to progr…
Training event-based neural networks with exact gradients via Differentiable ODE Solving in JAX
Lukas König, Manuel Kuhn, David Kappel +1
Existing frameworks for gradient-based training of spiking neural networks face a trade-off: discrete-time methods using surrogate gradients support arbitrary neuron models but int…