84 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Graz University of TechnologyAT7 papers
- GSI Helmholtz Centre for Heavy Ion ResearchDE5 papers
- Justus-Liebig-Universität GießenDE5 papers
- Nawi GrazAT4 papers
- University of GrazAT4 papers
- Institut für HochschulforschungDE3 papers
- Johannes Kepler University of LinzAT3 papers
- Giessen School of TheologyDE2 papers
- Imperial College LondonGB2 papers
- Know Center Research GmbH (Austria)AT2 papers
- Slovak University of Technology in BratislavaSK2 papers
- Universidad Michoacana de San Nicolás de HidalgoMX2 papers
4 papers · 1 filter
Federated Distillation on Edge Devices: Efficient Client-Side Filtering for Non-IID Data
Ahmed Mujtaba, Gleb Radchenko, Radu Prodan +1
Federated distillation has emerged as a promising collaborative machine learning approach, offering enhanced privacy protection and reduced communication compared to traditional fe…
Continual Learning in the Presence of Repetition
Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan +11
Continual learning (CL) provides a framework for training models in ever-evolving environments. Although re-occurrence of previously seen objects or tasks is common in real-world p…
Stochastic Mutual Information Gradient Estimation for Dimensionality Reduction Networks
Ozan Ozdenizci, Deniz Erdogmus
Feature ranking and selection is a widely used approach in various applications of supervised dimensionality reduction in discriminative machine learning. Nevertheless there exists…
VPNet: Variable Projection Networks
Péter Kovács, Gergő Bognár, Christian Huber +1
We introduce VPNet, a novel model-driven neural network architecture based on variable projection (VP). Applying VP operators to neural networks results in learnable features, inte…