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BEER: Blocking for Effective Entity Resolution
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
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Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals
Sainyam Galhotra, Romila Pradhan, Babak Salimi
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Learning to Generate Fair Clusters from Demonstrations
Sainyam Galhotra, Sandhya Saisubramanian, Shlomo Zilberstein
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Semantic Concept Annotation for Tabular Data
Udayan Khurana, Sainyam Galhotra
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Balancing the Tradeoff Between Clustering Value and Interpretability
Sandhya Saisubramanian, Sainyam Galhotra, Shlomo Zilberstein
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Reliable Clustering with Applications to Data Integration
Sainyam Galhotra
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Semantic Search over Structured Data
Sainyam Galhotra, Udayan Khurana
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Automated Feature Enhancement for Predictive Modeling using External Knowledge
Sainyam Galhotra, Udayan Khurana, Oktie Hassanzadeh, Kavitha Srinivas, Horst Samulowitz, Miao Qi
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Connectivity of Random Annulus Graphs and the Geometric Block Model
Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha
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Crowd-Sourced Entity Resolution with Control Queries
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
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