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stat.ML2017★ 3 cited
Extrapolating Expected Accuracies for Large Multi-Class Problems
Charles 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…
stat.ML2014
Quantifying error in estimates of human brain fiber directions using Earth Mover's Distance
Charles Zheng, Franco Pestilli, Ariel Rokem
Diffusion-weighted MR imaging (DWI) is the only method we currently have to measure connections between different parts of the human brain in vivo. To elucidate the structure of th…