2.4k citations · 3.4k across the 27 of their papers we have counts for
Showing 2018Show all
3 papers · 1 filter
cs.LG2018★ 1 cited
Online Newton Step Algorithm with Estimated Gradient
Binbin Liu, Jundong Li, Yunquan Song +3
Online learning with limited information feedback (bandit) tries to solve the problem where an online learner receives partial feedback information from the environment in the cour…
cs.AI2018★ 223 cited
A Survey of Learning Causality with Data: Problems and Methods
Ruocheng Guo, Lu Cheng, Jundong Li +2
This work considers the question of how convenient access to copious data impacts our ability to learn causal effects and relations. In what ways is learning causality in the era o…
cs.SI2018★ 3 cited
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation
Jundong Li, Liang Wu, Huan Liu
As opposed to manual feature engineering which is tedious and difficult to scale, network representation learning has attracted a surge of research interests as it automates the pr…