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03/24/2022
Effective Explanations for Entity Resolution Models
Entity resolution (ER) aims at matching records that refer to the same r...
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07/22/2021
LES3: Learning-based Exact Set Similarity Search
Set similarity search is a problem of central interest to a wide variety...
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05/28/2021
Data Acquisition for Improving Machine Learning Models
The vast advances in Machine Learning over the last ten years have been ...
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04/06/2020
Distributed Processing of k Shortest Path Queries over Dynamic Road Networks
The problem of identifying the k-shortest paths (KSPs for short) in a dy...
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03/19/2020
Top-k queries over digital traces
Recent advances in social and mobile technology have enabled an abundanc...
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03/02/2020
Evaluating Temporal Queries Over Video Feeds
Recent advances in Computer Vision and Deep Learning made possible the e...
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02/24/2020
Video Monitoring Queries
Recent advances in video processing utilizing deep learning primitives a...
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03/24/2019
Approximate Query Processing using Deep Generative Models
Data is generated at an unprecedented rate surpassing our ability to ana...
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03/24/2019
Multi-Attribute Selectivity Estimation Using Deep Learning
Selectivity estimation - the problem of estimating the result size of qu...
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05/08/2017
Assisting Service Providers In Peer-to-peer Marketplaces: Maximizing Gain Over Flexible Attributes
Peer to peer marketplaces such as AirBnB enable transactional exchange o...
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09/16/2015