16 citations · 33 across the 13 of their papers we have counts for
3 papers · 1 filter
Better-Than-Chance Classification for Signal Detection
Jonathan D. Rosenblatt, Yuval Benjamini, Roee Gilron +2
The estimated accuracy of a classifier is a random quantity with variability. A common practice in supervised machine learning, is thus to test if the estimated accuracy is signifi…
How many faces can be recognized? Performance extrapolation for multi-class classification
Charles Y. Zheng, Rakesh Achanta, Yuval Benjamini
The difficulty of multi-class classification generally increases with the number of classes. Using data from a subset of the classes, can we predict how well a classifier will scal…
Estimating mutual information in high dimensions via classification error
Charles Y. Zheng, Yuval Benjamini
Multivariate pattern analyses approaches in neuroimaging are fundamentally concerned with investigating the quantity and type of information processed by various regions of the hum…