2 papers
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…
cs.LG2024
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…