- Chang Ge, Shubhankar Mohapatra, Xi He, Ihab F. Ilyas:
Kamino: Constraint-Aware Differentially Private Data Synthesis. CoRR abs/2012.15713 (2020) - 2019
- Ihab F. Ilyas, Xu Chu:
Data Cleaning. ACM Books 28, ACM 2019, ISBN 978-1-4503-7152-0, pp. 1-285 - Chang Ge, Ihab F. Ilyas, Florian Kerschbaum:
Secure Multi-Party Functional Dependency Discovery. Proc. VLDB Endow. 13(2): 184-196 (2019) - Hemant Saxena, Lukasz Golab, Ihab F. Ilyas:
Distributed Implementations of Dependency Discovery Algorithms. Proc. VLDB Endow. 12(11): 1624-1636 (2019) - Shrinu Kushagra, Shai Ben-David, Ihab F. Ilyas:
Semi-supervised clustering for de-duplication. AISTATS 2019: 1659-1667 - Ihab F. Ilyas:
Building Scalable Machine Learning Solutions for Data Cleaning. BTW 2019: 27-28 - Marie Le Guilly, Jean-Marc Petit, Vasile-Marian Scuturici, Ihab F. Ilyas:
ExplIQuE: Interactive Databases Exploration with SQL. CIKM 2019: 2877-2880 - Dong Deng, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Unsupervised String Transformation Learning for Entity Consolidation. ICDE 2019: 196-207 - Shrinu Kushagra, Hemant Saxena, Ihab F. Ilyas, Shai Ben-David:
A Semi-Supervised Framework of Clustering Selection for De-Duplication. ICDE 2019: 208-219 - Hemant Saxena, Lukasz Golab, Ihab F. Ilyas:
Distributed Discovery of Functional Dependencies. ICDE 2019: 1590-1593 - Christopher De Sa, Ihab F. Ilyas, Benny Kimelfeld, Christopher Ré, Theodoros Rekatsinas:
A Formal Framework for Probabilistic Unclean Databases. ICDT 2019: 6:1-6:18 - Chang Ge, Xi He, Ihab F. Ilyas, Ashwin Machanavajjhala:
APEx: Accuracy-Aware Differentially Private Data Exploration. SIGMOD Conference 2019: 177-194 - Alireza Heidari, Joshua McGrath, Ihab F. Ilyas, Theodoros Rekatsinas:
HoloDetect: Few-Shot Learning for Error Detection. SIGMOD Conference 2019: 829-846 - Alireza Heidari, Ihab F. Ilyas, Theodoros Rekatsinas:
Approximate Inference in Structured Instances with Noisy Categorical Observations. UAI 2019: 412-421 - Ihab F. Ilyas:
Data unification at scale: data tamer. Making Databases Work 2019: 269-277 - Hemant Saxena, Lukasz Golab, Ihab F. Ilyas:
Distributed Dependency Discovery. CoRR abs/1903.05228 (2019) - Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas:
Matching Entities Across Different Knowledge Graphs with Graph Embeddings. CoRR abs/1903.06607 (2019) - Alireza Heidari, Joshua McGrath, Ihab F. Ilyas, Theodoros Rekatsinas:
HoloDetect: Few-Shot Learning for Error Detection. CoRR abs/1904.02285 (2019) - Ester Livshits, Ihab F. Ilyas, Benny Kimelfeld, Sudeepa Roy:
Principles of Progress Indicators for Database Repairing. CoRR abs/1904.06492 (2019) - Ji Sun, Dong Deng, Ihab F. Ilyas, Guoliang Li, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Technical Report: Optimizing Human Involvement for Entity Matching and Consolidation. CoRR abs/1906.06574 (2019) - Alireza Heidari, Ihab F. Ilyas, Theodoros Rekatsinas:
Approximate Inference in Structured Instances with Noisy Categorical Observations. CoRR abs/1907.00141 (2019) - 2018
- Michael Stonebraker, Ihab F. Ilyas:
Data Integration: The Current Status and the Way Forward. IEEE Data Eng. Bull. 41(2): 3-9 (2018) - Michael Azmy, Peng Shi, Jimmy Lin, Ihab F. Ilyas:
Farewell Freebase: Migrating the SimpleQuestions Dataset to DBpedia. COLING 2018: 2093-2103 - Raul Castro Fernandez, Essam Mansour, Abdulhakim Ali Qahtan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Seeping Semantics: Linking Datasets Using Word Embeddings for Data Discovery. ICDE 2018: 989-1000 - Essam Mansour, Dong Deng, Raul Castro Fernandez, Abdulhakim Ali Qahtan, Wenbo Tao, Ziawasch Abedjan, Ahmed K. Elmagarmid, Ihab F. Ilyas, Samuel Madden, Mourad Ouzzani, Michael Stonebraker, Nan Tang:
Building Data Civilizer Pipelines with an Advanced Workflow Engine. ICDE 2018: 1593-1596 - Ihab F. Ilyas:
Rank-Aware Query Processing. Encyclopedia of Database Systems (2nd ed.) 2018 - Ihab F. Ilyas:
Rank-Join. Encyclopedia of Database Systems (2nd ed.) 2018 - Ihab F. Ilyas:
Top-k Queries. Encyclopedia of Database Systems (2nd ed.) 2018 - Christopher De Sa, Ihab F. Ilyas, Benny Kimelfeld, Christopher Ré, Theodoros Rekatsinas:
A Formal Framework For Probabilistic Unclean Databases. CoRR abs/1801.06750 (2018) - Shrinu Kushagra, Shai Ben-David, Ihab F. Ilyas:
Semi-supervised clustering for de-duplication. CoRR abs/1810.04361 (2018)