40 citations · 76 across the 15 of their papers we have counts for
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cs.LG2023★ 9 cited
A Multilayer Perceptron-based Fast Sunlight Assessment for the Conceptual Design of Residential Neighborhoods under Chinese Policy
Can Jiang, Xiong Liang, Yu-Cheng Zhou +6
In Chinese building codes, it is required that residential buildings receive a minimum number of hours of natural, direct sunlight on a specified winter day, which represents the w…
cs.LG2022★ 2 cited
Direct Heterogeneous Causal Learning for Resource Allocation Problems in Marketing
Hao Zhou, Shaoming Li, Guibin Jiang +2
Marketing is an important mechanism to increase user engagement and improve platform revenue, and heterogeneous causal learning can help develop more effective strategies. Most dec…
cs.LG2020
Congested Urban Networks Tend to Be Insensitive to Signal Settings: Implications for Learning-Based Control
Jorge Laval, Hao Zhou
This paper highlights several properties of large urban networks that can have an impact on machine learning methods applied to traffic signal control. In particular, we show that…