43 citations · 43 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 43 cited
No Subclass Left Behind: Fine-Grained Robustness in Coarse-Grained Classification Problems
Nimit S. Sohoni, Jared A. Dunnmon, Geoffrey Angus +2
In real-world classification tasks, each class often comprises multiple finer-grained "subclasses." As the subclass labels are frequently unavailable, models trained using only the…
cs.IR2018
Grapevine: A Wine Prediction Algorithm Using Multi-dimensional Clustering Methods
Richard Diehl Martinez, Geoffrey Angus, Rooz Mahdavian
We present a method for a wine recommendation system that employs multidimensional clustering and unsupervised learning methods. Our algorithm first performs clustering on a large…