5 citations · 6 across the 3 of their papers we have counts for
4 papers
When Bigger is Worse: A Practitioner's Guide to Model Selection Under Data Scarcity
Kwame Mbobda-Kuate, Gabriel Kasmi
Scaling laws assume larger models trained on more data consistently outperform smaller ones -- an assumption that drives model selection in computer vision but remains untested in…
Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems
Gabriel Kasmi, Laurent Dubus, Yves-Marie Saint Drenan +1
Photovoltaic (PV) energy grows rapidly and is crucial for the decarbonization of electric systems. However, centralized registries recording the technical characteristifs of roofto…
ATLAS: A Model of Short-term European Electricity Market Processes under Uncertainty
Emily Little, Florent Cogen, Quentin Bustarret +7
The ATLAS model simulates the various stages of the electricity market chain in Europe, including the formulation of offers by different market actors, the coupling of European mar…
PyPVRoof: a Python package for extracting the characteristics of rooftop PV installations using remote sensing data
Yann Tremenbert, Gabriel Kasmi, Laurent Dubus +2
Photovoltaic (PV) energy grows at an unprecedented pace, which makes it difficult to maintain up-to-date and accurate PV registries, which are critical for many applications such a…