602 citations · 1.6k across the 24 of their papers we have counts for
Showing 2018Show all
2 papers · 1 filter
cs.CV2018★ 3 cited
Multiple Instance Learning for Heterogeneous Images: Training a CNN for Histopathology
Heather D. Couture, J. S. Marron, Charles M. Perou +2
Multiple instance (MI) learning with a convolutional neural network enables end-to-end training in the presence of weak image-level labels. We propose a new method for aggregating…
stat.OT2018★ 50 cited
Data Science vs. Statistics: Two Cultures?
Iain Carmichael, J. S. Marron
Data science is the business of learning from data, which is traditionally the business of statistics. Data science, however, is often understood as a broader, task-driven and comp…