3 papers
cs.AR2025
Heterogeneous Memory Benchmarking Toolkit
Golsana Ghaemi, Gabriel Franco, Kazem Taram +1
This paper presents an open-source kernel-level heterogeneous memory characterization framework (MemScope) for embedded systems. MemScope enables precise characterization of the te…
cs.LG2024
Sparse Attention Decomposition Applied to Circuit Tracing
Gabriel Franco, Mark Crovella
Many papers have shown that attention heads work in conjunction with each other to perform complex tasks. It's frequently assumed that communication between attention heads is via…
cs.LG2023
Evaluating LLP Methods: Challenges and Approaches
Gabriel Franco, Giovanni Comarela, Mark Crovella
Learning from Label Proportions (LLP) is an established machine learning problem with numerous real-world applications. In this setting, data items are grouped into bags, and the g…