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Hierarchical Entity Resolution using an Oracle
Sainyam Galhotra, Donatella Firmani, Barna Saha, Divesh Srivastava
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HypeR: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach
Sainyam Galhotra, Amir Gilad, Sudeepa Roy, Babak Salimi
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Adaptive Rule Discovery for Labeling Text Data
Sainyam Galhotra, Behzad Golshan, Wang-Chiew Tan
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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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