224 citations · 1.7k across the 40 of their papers we have counts for
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cs.LG2020★ 1 cited
DeepNetQoE: Self-adaptive QoE Optimization Framework of Deep Networks
Rui Wang, Min Chen, Nadra Guizani +3
Future advances in deep learning and its impact on the development of artificial intelligence (AI) in all fields depends heavily on data size and computational power. Sacrificing m…
cs.LG2019★ 26 cited
LambdaOpt: Learn to Regularize Recommender Models in Finer Levels
Yihong Chen, Bei Chen, Xiangnan He +4
Recommendation models mainly deal with categorical variables, such as user/item ID and attributes. Besides the high-cardinality issue, the interactions among such categorical varia…
cs.LG2019
Learning Phase Competition for Traffic Signal Control
Guanjie Zheng, Yuanhao Xiong, Xinshi Zang +6
Increasingly available city data and advanced learning techniques have empowered people to improve the efficiency of our city functions. Among them, improving the urban transportat…