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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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Continuous Emotion Recognition using Visual-audio-linguistic information: A Technical Report for ABAW3


Mar 30, 2022
Su Zhang , Ruyi An , Yi Ding , Cuntai Guan

* 5 pages, 1 figure. arXiv admin note: substantial text overlap with arXiv:2107.01175 

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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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Statistical Learning for Individualized Asset Allocation


Jan 20, 2022
Yi Ding , Yingying Li , Rui Song


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Programming with Neural Surrogates of Programs


Dec 12, 2021
Alex Renda , Yi Ding , Michael Carbin

* Onward! 2021 

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Sparse Fusion for Multimodal Transformers


Nov 24, 2021
Yi Ding , Alex Rich , Mason Wang , Noah Stier , Matthew Turk , Pradeep Sen , Tobias Höllerer

* 11 pages, 4 figures, 5 tables, Yi Ding and Alex Rich contributed equally 

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Audio-visual Attentive Fusion for Continuous Emotion Recognition


Jul 09, 2021
Su Zhang , Yi Ding , Ziquan Wei , Cuntai Guan

* 6 pages 

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