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DNNAbacus: Toward Accurate Computational Cost Prediction for Deep Neural Networks
Our experimental results show that the mean relative error (MRE) is 0. 9% with respect to time and 2. 8% with respect to memory for 29 classic models, which is much lower than the state-of-the-art works.
Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting
Topological Data Analysis (TDA) is a recent approach to analyze data sets from the perspective of their topological structure.
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