66 citations · 84 across the 6 of their papers we have counts for
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cs.LG2021
Data Quality Measures and Efficient Evaluation Algorithms for Large-Scale High-Dimensional Data
Hyeongmin Cho, Sangkyun Lee
Machine learning has been proven to be effective in various application areas, such as object and speech recognition on mobile systems. Since a critical key to machine learning suc…
cs.LG2019★ 5 cited
Compressed Learning of Deep Neural Networks for OpenCL-Capable Embedded Systems
Sangkyun Lee, Jeonghyun Lee
Deep neural networks (DNNs) have been quite successful in solving many complex learning problems. However, DNNs tend to have a large number of learning parameters, leading to a lar…
cs.LG2011★ 5 cited
Approximate Stochastic Subgradient Estimation Training for Support Vector Machines
Sangkyun Lee, Stephen J. Wright
Subgradient algorithms for training support vector machines have been quite successful for solving large-scale and online learning problems. However, they have been restricted to l…