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01/16/2023
IOPathTune: Adaptive Online Parameter Tuning for Parallel File System I/O Path
Parallel file systems contain complicated I/O paths from clients to stor...
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01/06/2023
Codepod: A Namespace-Aware, Hierarchical Jupyter for Interactive Development at Scale
Jupyter is a browser-based interactive development environment that has ...
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12/20/2022
DocAsRef: A Pilot Empirical Study on Repurposing Reference-Based Summary Quality Metrics Reference-Freely
Summary quality assessment metrics have two categories: reference-based ...
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06/24/2020
Circuit Routing Using Monte Carlo Tree Search and Deep Neural Networks
Circuit routing is a fundamental problem in designing electronic systems...
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05/13/2020
Triaging moderate COVID-19 and other viral pneumonias from routine blood tests
The COVID-19 is sweeping the world with deadly consequences. Its contagi...
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05/13/2020
End-to-end Semantics-based Summary Quality Assessment for Single-document Summarization
ROUGE is the de facto criterion for summarization research. However, its...
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10/20/2019
RLScheduler: Learn to Schedule HPC Batch Jobs Using Deep Reinforcement Learning
We present RLScheduler, a deep reinforcement learning based job schedule...
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02/26/2017
Detecting (Un)Important Content for Single-Document News Summarization
We present a robust approach for detecting intrinsic sentence importance...
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09/27/2010
General Scaled Support Vector Machines
Support Vector Machines (SVMs) are popular tools for data mining tasks s...
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04/24/2009
Automated Epilepsy Diagnosis Using Interictal Scalp EEG
Approximately over 50 million people worldwide suffer from epilepsy. Tra...
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04/21/2008