58 citations · 205 across the 15 of their papers we have counts for
3 papers · 1 filter
MR-GAN: Manifold Regularized Generative Adversarial Networks
Qunwei Li, Bhavya Kailkhura, Rushil Anirudh +3
Despite the growing interest in generative adversarial networks (GANs), training GANs remains a challenging problem, both from a theoretical and a practical standpoint. To address…
K-medoids Clustering of Data Sequences with Composite Distributions
Tiexing Wang, Qunwei Li, Donald J. Bucci +3
This paper studies clustering of data sequences using the k-medoids algorithm. All the data sequences are assumed to be generated from \emph{unknown} continuous distributions, whic…
Decision Tree Design for Classification in Crowdsourcing Systems
Baocheng Geng, Qunwei Li, Pramod K. Varshney
In this paper, we present a novel sequential paradigm for classification in crowdsourcing systems. Considering that workers are unreliable and they perform the tests with errors, w…