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05/14/2022
The Sky Above The Clouds
Technology ecosystems often undergo significant transformations as they ...
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03/03/2021
Enhancing the Interactivity of Dataframe Queries by Leveraging Think Time
We propose opportunistic evaluation, a framework for accelerating intera...
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01/03/2020
Towards Scalable Dataframe Systems
Dataframes are a popular and convenient abstraction to represent, struct...
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12/03/2018
Using Multitask Learning to Improve 12-Lead Electrocardiogram Classification
We develop a multi-task convolutional neural network (CNN) to classify m...
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12/15/2017
A Berkeley View of Systems Challenges for AI
With the increasing commoditization of computer vision, speech recogniti...
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09/25/2015