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03/02/2023
A Vision for Semantically Enriched Data Science
The recent efforts in automation of machine learning or data science has...
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05/16/2022
A Survey on Semantics in Automated Data Science
Data Scientists leverage common sense reasoning and domain knowledge to ...
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01/07/2021
How Much Automation Does a Data Scientist Want?
Data science and machine learning (DS/ML) are at the heart of the recent...
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12/15/2020
Semantic Annotation for Tabular Data
Detecting semantic concept of columns in tabular data is of particular i...
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10/22/2019
How can AI Automate End-to-End Data Science?
Data science is labor-intensive and human experts are scarce but heavily...
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03/02/2019
Automating Predictive Modeling Process using Reinforcement Learning
Building a good predictive model requires an array of activities such as...
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09/21/2017
