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Saravanan Thirumuruganathan

Fair Active Learning


Jul 01, 2020
Hadis Anahideh, Abolfazl Asudeh, Saravanan Thirumuruganathan

* This was intended as a replacement of arXiv:2001.01796 please see the updated version there 

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Local Embeddings for Relational Data Integration


Sep 03, 2019
Riccardo Cappuzzo, Paolo Papotti, Saravanan Thirumuruganathan


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AutoER: Automated Entity Resolution using Generative Modelling


Aug 16, 2019
Renzhi Wu, Sanya Chaba, Saurabh Sawlani, Xu Chu, Saravanan Thirumuruganathan


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Are Outlier Detection Methods Resilient to Sampling?


Jul 31, 2019
Laure Berti-Equille, Ji Meng Loh, Saravanan Thirumuruganathan

* 18 pages 

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Approximate Query Processing using Deep Generative Models


Mar 24, 2019
Saravanan Thirumuruganathan, Shohedul Hasan, Nick Koudas, Gautam Das


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Multi-Attribute Selectivity Estimation Using Deep Learning


Mar 24, 2019
Shohedul Hasan, Saravanan Thirumuruganathan, Jees Augustine, Nick Koudas, Gautam Das


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Reuse and Adaptation for Entity Resolution through Transfer Learning


Sep 28, 2018
Saravanan Thirumuruganathan, Shameem A Puthiya Parambath, Mourad Ouzzani, Nan Tang, Shafiq Joty


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