15 citations · 16 across the 2 of their papers we have counts for
3 papers
cs.LG2021★ 1 cited
Robusta: Robust AutoML for Feature Selection via Reinforcement Learning
Xiaoyang Wang, Bo Li, Yibo Zhang +2
Several AutoML approaches have been proposed to automate the machine learning (ML) process, such as searching for the ML model architectures and hyper-parameters. However, these Au…
cs.CL2019★ 15 cited
Zero-Shot Paraphrase Generation with Multilingual Language Models
Yinpeng Guo, Yi Liao, Xin Jiang +3
Leveraging multilingual parallel texts to automatically generate paraphrases has drawn much attention as size of high-quality paraphrase corpus is limited. Round-trip translation,…
cs.LG2018
Maximizing Monotone DR-submodular Continuous Functions by Derivative-free Optimization
Yibo Zhang, Chao Qian, Ke Tang
In this paper, we study the problem of monotone (weakly) DR-submodular continuous maximization. While previous methods require the gradient information of the objective function, w…