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Sainyam Galhotra

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A Data-Centric Online Market for Machine Learning: From Discovery to Pricing

Oct 27, 2023
Minbiao Han, Jonathan Light, Steven Xia, Sainyam Galhotra, Raul Castro Fernandez, Haifeng Xu

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METAM: Goal-Oriented Data Discovery

Apr 18, 2023
Sainyam Galhotra, Yue Gong, Raul Castro Fernandez

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A Vision for Semantically Enriched Data Science

Mar 02, 2023
Udayan Khurana, Kavitha Srinivas, Sainyam Galhotra, Horst Samulowitz

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Crab: Learning Certifiably Fair Predictive Models in the Presence of Selection Bias

Dec 21, 2022
Jiongli Zhu, Nazanin Sabri, Sainyam Galhotra, Babak Salimi

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Community Recovery in the Geometric Block Model

Jun 22, 2022
Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal, Barna Saha

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How to Design Robust Algorithms using Noisy Comparison Oracle

May 12, 2021
Raghavendra Addanki, Sainyam Galhotra, Barna Saha

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Explaining Black-Box Algorithms Using Probabilistic Contrastive Counterfactuals

Mar 22, 2021
Sainyam Galhotra, Romila Pradhan, Babak Salimi

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Learning to Generate Fair Clusters from Demonstrations

Feb 08, 2021
Sainyam Galhotra, Sandhya Saisubramanian, Shlomo Zilberstein

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Semantic Annotation for Tabular Data

Dec 15, 2020
Udayan Khurana, Sainyam Galhotra

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Fair Data Integration

Jun 10, 2020
Sainyam Galhotra, Karthikeyan Shanmugam, Prasanna Sattigeri, Kush R. Varshney

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