Future Generation Computer
Lorenzo Brescia, Iacopo Colonnelli, Robert Birke et al.
· 0 citations
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Digital Twin for Datacenter: HPC4AI UniTO Case Study
Viviana Vaccaro, Robert Birke, S. Meschini et al.
· 0 citations
Safety Reconstructed: Generative Modeling via Masked Diffusion Builds Strong Safety Guardrails
This work proposes a masked diffusion language model, fine-tuning LLaDA-8B-Instruct with a class-conditional reconstruction objective using LoRA and requiring no architectural changes beyond the base model, which leads on average rank against discriminative baselines trained on stronger backbones across seven held-out...
Gert Lek, Abele Malan, Chao-Yi Zhu et al.
· 0 citations
Efficiently Distributed Federated Learning
This research addresses two main aspects that are key to Machine Learning (ML) software: customizability and performance by implementing an open-source FL framework named FastFederatedLearning (FFL), implemented in C/C++, focusing on code performance.
Gianluca Mittone, Robert Birke, Marco Aldinucci
· Euro-Par Workshops · 1 citation