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cs.LG2022★ 1 cited
A Transistor Operations Model for Deep Learning Energy Consumption Scaling Law
Chen Li, Antonios Tsourdos, Weisi Guo
Deep Learning (DL) has transformed the automation of a wide range of industries and finds increasing ubiquity in society. The high complexity of DL models and its widespread adopti…
cs.LG2022
Revealing the Excitation Causality between Climate and Political Violence via a Neural Forward-Intensity Poisson Process
Schyler C. Sun, Bailu Jin, Zhuangkun Wei +1
The causal mechanism between climate and political violence is fraught with complex mechanisms. Current quantitative causal models rely on one or more assumptions: (1) the climate…