17 citations · 30 across the 4 of their papers we have counts for
5 papers
Algorithms and Adaptivity Gaps for Stochastic -TSP
Haotian Jiang, Jian Li, Daogao Liu +1
Given a metric and a , the classic $\textsf{$k$-TSP}$ problem is to find a tour originating at the of minimum length that visits at lea…
Optimizing Speech Recognition For The Edge
Yuan Shangguan, Jian Li, Qiao Liang +2
While most deployed speech recognition systems today still run on servers, we are in the midst of a transition towards deployments on edge devices. This leap to the edge is powered…
Generative Adversarial Mapping Networks
Jianbo Guo, Guangxiang Zhu, Jian Li
Generative Adversarial Networks (GANs) have shown impressive performance in generating photo-realistic images. They fit generative models by minimizing certain distance measure bet…
Practical Algorithms for Best-K Identification in Multi-Armed Bandits
Haotian Jiang, Jian Li, Mingda Qiao
In the Best- identification problem (Best--Arm), we are given stochastic bandit arms with unknown reward distributions. Our goal is to identify the arms with the larg…
Nearly Instance Optimal Sample Complexity Bounds for Top-k Arm Selection
Lijie Chen, Jian Li, Mingda Qiao
In the Best--Arm problem, we are given stochastic bandit arms, each associated with an unknown reward distribution. We are required to identify the arms with the largest…