Neoklis Polyzotis | DeepAI

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∙ 12/13/2021

What can Data-Centric AI Learn from Data and ML Engineering?

Data-centric AI is a new and exciting research topic in the AI community...

0 Neoklis Polyzotis, et al. ∙

∙ 03/30/2021

Production Machine Learning Pipelines: Empirical Analysis and Optimization Opportunities

Machine learning (ML) is now commonplace, powering data-driven applicati...

0 Doris Xin, et al. ∙

∙ 10/02/2019

Improving Differentially Private Models with Active Learning

Broad adoption of machine learning techniques has increased privacy conc...

26 Zhengli Zhao, et al. ∙

∙ 07/16/2018

Automated Data Slicing for Model Validation:A Big data - AI Integration Approach

As machine learning systems become democratized, it becomes increasingly...

0 Yeounoh Chung, et al. ∙

∙ 07/16/2018

Slice Finder: Automated Data Slicing for Model Validation

As machine learning (ML) systems become democratized, it becomes increas...

0 Yeounoh Chung, et al. ∙

∙ 07/16/2018

Slice Finder: Automated Data Sclicing for Model Validation

As machine learning (ML) systems become democratized, it becomes increas...

0 Yeounoh Chung, et al. ∙

∙ 12/04/2017

The Case for Learned Index Structures

Indexes are models: a B-Tree-Index can be seen as a model to map a key t...

0 Tim Kraska, et al. ∙

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