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stat.AP2026
Nationally Consistent, Locally Incomplete: A Bayesian Remote-Sensing Audit of Rooftop Photovoltaic Registries
Gabriel Kasmi, Yves-Marie Saint-Drenan, Laurent Dubus +1
Tracking the energy transition requires reliable statistics on renewable deployment. Rooftop photovoltaics (PV) are especially hard to track, owing to their decentralised nature, a…
cs.CV2026
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…