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stat.ML2021
VC dimension of partially quantized neural networks in the overparametrized regime
Yutong Wang, Clayton D. Scott
Vapnik-Chervonenkis (VC) theory has so far been unable to explain the small generalization error of overparametrized neural networks. Indeed, existing applications of VC theory to…
stat.ML2021
An Exact Solver for the Weston-Watkins SVM Subproblem
Yutong Wang, Clayton D. Scott
Recent empirical evidence suggests that the Weston-Watkins support vector machine is among the best performing multiclass extensions of the binary SVM. Current state-of-the-art sol…