2 papers
cs.LG2025
Automatically Adaptive Conformal Risk Control
Vincent Blot, Anastasios N Angelopoulos, Michael I Jordan +1
Science and technology have a growing need for effective mechanisms that ensure reliable, controlled performance from black-box machine learning algorithms. These performance guara…
cs.LG2025
Efficient Precision Control in Object Detection Models for Enhanced and Reliable Ovarian Follicle Counting
Vincent Blot, Alexandra Lorenzo de Brionne, Ines Sellami +4
Image analysis is a key tool for describing the detailed mechanisms of folliculogenesis, such as evaluating the quantity of mouse Primordial ovarian Follicles (PMF) in the ovarian…