Search Results for author: Jia Zou

Found 4 papers, 0 papers with code

It's the Best Only When It Fits You Most: Finding Related Models for Serving Based on Dynamic Locality Sensitive Hashing

no code implementations13 Oct 2020 Lixi Zhou, Zijie Wang, Amitabh Das, Jia Zou

However, preparation of training data is often a bottleneck in the lifecycle of deploying a deep learning model for production or research.


Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning

no code implementations25 Apr 2019 Dimitrije Jankov, Shangyu Luo, Binhang Yuan, Zhuhua Cai, Jia Zou, Chris Jermaine, Zekai J. Gao

A number of popular systems, most notably Google's TensorFlow, have been implemented from the ground up to support machine learning tasks.


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