177 citations · 276 across the 14 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 5 cited
Efficient Online Hyperparameter Optimization for Kernel Ridge Regression with Applications to Traffic Time Series Prediction
Hongyuan Zhan, Gabriel Gomes, Xiaoye S. Li +2
Computational efficiency is an important consideration for deploying machine learning models for time series prediction in an online setting. Machine learning algorithms adjust mod…
cs.DB2018
Distributed Caching for Complex Querying of Raw Arrays
Weijie Zhao, Florin Rusu, Bin Dong +3
As applications continue to generate multi-dimensional data at exponentially increasing rates, fast analytics to extract meaningful results is becoming extremely important. The dat…