Search Results for author: Ahmed Elmagarmid

Found 4 papers, 1 papers with code

Cross Modal Data Discovery over Structured and Unstructured Data Lakes

1 code implementation1 Jun 2023 Mohamed Y. Eltabakh, Mayuresh Kunjir, Ahmed Elmagarmid, Mohammad Shahmeer Ahmad

Despite the recent efforts in data discovery, the problem remains widely open especially in the two fronts of (1) discovering relationships and relatedness across structured and unstructured datasets where existing techniques suffer from either scalability, being customized for a specific problem type (e. g., entity matching or data integration), or demolishing the structural properties on its way, and (2) developing a holistic system for integrating various similarity measurements and sketches in an effective way to boost the discovery accuracy.

Data Integration Decision Making

Parameter Database : Data-centric Synchronization for Scalable Machine Learning

no code implementations4 Aug 2015 Naman Goel, Divyakant Agrawal, Sanjay Chawla, Ahmed Elmagarmid

We propose a new data-centric synchronization framework for carrying out of machine learning (ML) tasks in a distributed environment.

BIG-bench Machine Learning

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