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Metam: Goal-oriented Data Discovery
Sainyam Galhotra, Yue Gong, Raul Castro Fernandez
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Ver: View Discovery in the Wild
Yue Gong, Zhiru Zhu, Sainyam Galhotra, Raul Castro Fernandez
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Causal Feature Selection for Algorithmic Fairness
Sainyam Galhotra, Karthikeyan Shanmugam, Prasanna Sattigeri, Kush R. Varshney
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DataPrism: Exposing Disconnect between Data and Systems
Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, Divesh Srivastava
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Explainable AI: Foundations, Applications, Opportunities for Data Management Research
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
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Explainable AI: Foundations, Applications, Opportunities for Data Management Research
Romila Pradhan, Aditya Lahiri, Sainyam Galhotra, Babak Salimi
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Fair k-Center Clustering in MapReduce and Streaming Settings
Suman K. Bera, Syamantak Das, Sainyam Galhotra, Sagar Sudhir Kale
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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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