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SCOPE: Safe Exploration for Dynamic Computer Systems Optimization


Apr 22, 2022
Hyunji Kim, Ahsan Pervaiz, Henry Hoffmann, Michael Carbin, Yi Ding

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Cello: Efficient Computer Systems Optimization with Predictive Early Termination and Censored Regression


Apr 11, 2022
Yi Ding, Alex Renda, Ahsan Pervaiz, Michael Carbin, Henry Hoffmann

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NURD: Negative-Unlabeled Learning for Online Datacenter Straggler Prediction


Mar 16, 2022
Yi Ding, Avinash Rao, Hyebin Song, Rebecca Willett, Henry Hoffmann

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Orthogonalized SGD and Nested Architectures for Anytime Neural Networks


Aug 15, 2020
Chengcheng Wan, Henry Hoffmann, Shan Lu, Michael Maire

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* ICML 2020 

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QURATOR: Innovative Technologies for Content and Data Curation


Apr 25, 2020
Georg Rehm, Peter Bourgonje, Stefanie Hegele, Florian Kintzel, Julián Moreno Schneider, Malte Ostendorff, Karolina Zaczynska, Armin Berger, Stefan Grill, Sören Räuchle, Jens Rauenbusch, Lisa Rutenburg, André Schmidt, Mikka Wild, Henry Hoffmann, Julian Fink, Sarah Schulz, Jurica Seva, Joachim Quantz, Joachim Böttger, Josefine Matthey, Rolf Fricke, Jan Thomsen, Adrian Paschke, Jamal Al Qundus, Thomas Hoppe, Naouel Karam, Frauke Weichhardt, Christian Fillies, Clemens Neudecker, Mike Gerber, Kai Labusch, Vahid Rezanezhad, Robin Schaefer, David Zellhöfer, Daniel Siewert, Patrick Bunk, Lydia Pintscher, Elena Aleynikova, Franziska Heine

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* Proceedings of QURATOR 2020: The conference for intelligent content solutions, Berlin, Germany, February 2020 

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ALERT: Accurate Anytime Learning for Energy and Timeliness


Oct 31, 2019
Chengcheng Wan, Muhammad Santriaji, Eri Rogers, Henry Hoffmann, Michael Maire, Shan Lu

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