152 citations · 299 across the 35 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.LG2020★ 27 cited
Efficient Automatic CASH via Rising Bandits
Yang Li, Jiawei Jiang, Jinyang Gao +3
The Combined Algorithm Selection and Hyperparameter optimization (CASH) is one of the most fundamental problems in Automatic Machine Learning (AutoML). The existing Bayesian optimi…
cs.SI2020★ 3 cited
Heterogeneous Hypergraph Embedding for Graph Classification
Xiangguo Sun, Hongzhi Yin, Bo Liu +4
Recently, graph neural networks have been widely used for network embedding because of their prominent performance in pairwise relationship learning. In the real world, a more natu…
cs.LG2020★ 1 cited
UniNet: Scalable Network Representation Learning with Metropolis-Hastings Sampling
Xingyu Yao, Yingxia Shao, Bin Cui +1
Network representation learning (NRL) technique has been successfully adopted in various data mining and machine learning applications. Random walk based NRL is one popular paradig…