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Jaehoon Koo

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Hanyang University

Transfer-Learning-Based Autotuning Using Gaussian Copula

Jan 09, 2024
Thomas Randall, Jaehoon Koo, Brice Videau, Michael Kruse, Xingfu Wu, Paul Hovland, Mary Hall, Rong Ge, Prasanna Balaprakash

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ytopt: Autotuning Scientific Applications for Energy Efficiency at Large Scales

Mar 28, 2023
Xingfu Wu, Prasanna Balaprakash, Michael Kruse, Jaehoon Koo, Brice Videau, Paul Hovland, Valerie Taylor, Brad Geltz, Siddhartha Jana, Mary Hall

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HPC Storage Service Autotuning Using Variational-Autoencoder-Guided Asynchronous Bayesian Optimization

Oct 03, 2022
Matthieu Dorier, Romain Egele, Prasanna Balaprakash, Jaehoon Koo, Sandeep Madireddy, Srinivasan Ramesh, Allen D. Malony, Rob Ross

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Customized Monte Carlo Tree Search for LLVM/Polly's Composable Loop Optimization Transformations

May 10, 2021
Jaehoon Koo, Prasanna Balaprakash, Michael Kruse, Xingfu Wu, Paul Hovland, Mary Hall

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Inverse Classification with Limited Budget and Maximum Number of Perturbed Samples

Sep 29, 2020
Jaehoon Koo, Diego Klabjan, Jean Utke

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Combined convolutional and recurrent neural networks for hierarchical classification of images

Oct 03, 2018
Jaehoon Koo, Diego Klabjan, Jean Utke

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Improved Classification Based on Deep Belief Networks

Apr 25, 2018
Jaehoon Koo, Diego Klabjan

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