60 citations · 234 across the 39 of their papers we have counts for
Showing 2017Show all
2 papers · 1 filter
stat.ME2017
Regression-aware decompositions
Mark Tygert
Linear least-squares regression with a "design" matrix A approximates a given matrix B via minimization of the spectral- or Frobenius-norm discrepancy ||AX-B|| over every conformin…
cs.LG2017★ 8 cited
A hierarchical loss and its problems when classifying non-hierarchically
Cinna Wu, Mark Tygert, Yann LeCun
Failing to distinguish between a sheepdog and a skyscraper should be worse and penalized more than failing to distinguish between a sheepdog and a poodle; after all, sheepdogs and…