1 citations · 1 across the 5 of their papers we have counts for
6 papers
Consistent Interpolating Ensembles via the Manifold-Hilbert Kernel
Yutong Wang, Clayton D. Scott
Recent research in the theory of overparametrized learning has sought to establish generalization guarantees in the interpolating regime. Such results have been established for a f…
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…
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…
Are Top School Students More Critical of Their Professors? Mining Comments on RateMyProfessor.com
Ziqi Tang, Yutong Wang, Jiebo Luo
Student reviews and comments on RateMyProfessor.com reflect realistic learning experiences of students. Such information provides a large-scale data source to examine the teaching…
Weston-Watkins Hinge Loss and Ordered Partitions
Yutong Wang, Clayton D. Scott
Multiclass extensions of the support vector machine (SVM) have been formulated in a variety of ways. A recent empirical comparison of nine such formulations [Doǧan et al. 2016] rec…
Weak Supervision Enhanced Generative Network for Question Generation
Yutong Wang, Jiyuan Zheng, Qijiong Liu +3
Automatic question generation according to an answer within the given passage is useful for many applications, such as question answering system, dialogue system, etc. Current neur…