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Neural Architecture Search: Insights from 1000 Papers

Authors : White, Colin; Safari, Mahmoud; Sukthanker, Rhea

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Statistics - Machine Learning

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Baechi: Fast Device Placement of Machine Learning Graphs

Authors : Jeon, Beomyeol; Cai, Linda; Shetty, Chirag

Subjects: Computer Science - Distributed, Parallel, and Cluster Computing; Computer Science - Machine Learning

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Asynchronous Deep Double Duelling Q-Learning for Trading-Signal Execution in Limit Order Book Markets

Authors : Nagy, Peer; Calliess, Jan-Peter; Zohren, Stefan

Subjects: Quantitative Finance - Trading and Market Microstructure; Computer Science - Machine Learning

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AccDecoder: Accelerated Decoding for Neural-enhanced Video Analytics

Authors : Yuan, Tingting; Mi, Liang; Wang, Weijun

Subjects: Computer Science - Computer Vision and Pattern Recognition; Computer Science - Machine Learning; Computer Science - Multimedia

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Automated extraction of capacitive coupling for quantum dot systems

Authors : Ziegler, Joshua; Luthi, Florian; Ramsey, Mick

Subjects: Condensed Matter - Mesoscale and Nanoscale Physics; Computer Science - Computer Vision and Pattern Recognition; Computer Science - Machine Learning

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STORM-GAN: Spatio-Temporal Meta-GAN for Cross-City Estimation of Human Mobility Responses to COVID-19

Authors : Bao, Han; Zhou, Xun; Xie, Yiqun

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; I.2

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Offline Policy Evaluation with Out-of-Sample Guarantees

Authors : Ek, Sofia; Zachariah, Dave

Subjects: Statistics - Machine Learning; Computer Science - Machine Learning

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Generative Slate Recommendation with Reinforcement Learning

Authors : Deffayet, Romain; Thonet, Thibaut; Render, Jean-Michel

Subjects: Computer Science - Information Retrieval; Computer Science - Machine Learning

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Coupled Physics-informed Neural Networks for Inferring Solutions of Partial Differential Equations with Unknown Source Terms

Authors : Wang, Aina; Qin, Pan; Sun, Xi-Ming

Subjects: Computer Science - Machine Learning; Mathematics - Numerical Analysis

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Ontology Pre-training for Poison Prediction

Authors : Glauer, Martin; Neuhaus, Fabian; Mossakowski, Till

Subjects: Computer Science - Artificial Intelligence; Computer Science - Machine Learning; Quantitative Biology - Quantitative Methods

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