Reliable Machine Learning
Note: This research project has reached its conclusion. These pages are maintained for reference and archival purposes. High-stakes decision-making in areas like healthcare, finance and governance requires accountability for decisions and for how data is…
Extreme Classification
xtreme classification is a rapidly growing research area in computer vision focusing on multi-class and multi-label problems involving an extremely large number of labels (ranging from thousands to billions).
EzPC: Increased data security in the AI model validation process
From manufacturing and logistics to agriculture and transportation, the expansion of artificial intelligence (AI) in the last decade has revolutionized a multitude of industries—examples include enhancing predictive analytics on the manufacturing floor and making microclimate…