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Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins

Jun 02, 2021
Sahaana Suri, Ihab F. Ilyas, Christopher Ré, Theodoros Rekatsinas

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Batchwise Probabilistic Incremental Data Cleaning

Nov 09, 2020
Paulo H. Oliveira, Daniel S. Kaster, Caetano Traina-Jr., Ihab F. Ilyas

* 29 pages, 13 figures 

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On sampling from data with duplicate records

Aug 24, 2020
Alireza Heidari, Shrinu Kushagra, Ihab F. Ilyas

* 21 pages, 5 figures 

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Record fusion: A learning approach

Jun 18, 2020
Alireza Heidari, George Michalopoulos, Shrinu Kushagra, Ihab F. Ilyas, Theodoros Rekatsinas

* 18 pages, 9 figures 

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Approximate Inference in Structured Instances with Noisy Categorical Observations

Jul 06, 2019
Alireza Heidari, Ihab F. Ilyas, Theodoros Rekatsinas

* UAI 2019, 33 pages 

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Matching Entities Across Different Knowledge Graphs with Graph Embeddings

Mar 15, 2019
Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas

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