Publications/Patents

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2022

  • Sainyam Galhotra, Donatella Firmani, Barna Saha, and Divesh Srivastava. Hierarchical Entity Resolution Using an Oracle in SIGMOD, 2022.
  • Sainyam Galhotra, Amir Gilad, Sudeepa Roy, and Babak Salimi. HypeR: Hypothetical Reasoning With What-If and How-To Queries Using a Probabilistic Causal Approach in SIGMOD, 2022.
  • Sainyam Galhotra, Anna Fariha, Raoni Lourenço, Juliana Freire, Alexandra Meliou, and Divesh Srivastava. DataPrism: Exposing Disconnect between Data and Systems in SIGMOD, 2022.
  • Sainyam Galhotra, Karthikeyan Shanmugan, Prasanna Sattigeri, and Kush R. Varshney. Causal Feature Selection for Algorithmic Fairness in SIGMOD, 2022.
  • Suman K. Bera, Syamantak Das, Sainyam Galhotra, and Sagar Sudhir Kale. Fair k-Center Clustering in MapReduce and Streaming Settings in The WebConf (WWW), 2022.

2021

  • Sainyam Galhotra, Behzad Golshan and Wang-Chiew Tan. Adaptive Rule Discovery for Labeling Text Data in SIGMOD, 2021.
  • Sainyam Galhotra, Donatella Firmani, Barna Saha and Divesh Srivastava. Beer: Blocking for Effective Entity Resolution in SIGMOD (Demo), 2021.
  • Sainyam Galhotra, Donatella Firmani, Barna Saha and Divesh Srivastava. Efficient and Effective ER with Progressive Blocking in VLDB J., 2021.
  • Sainyam Galhotra, Karthikeyan Shanmugan, Prasanna Sattigeri, and Kush R. Varshney. Interventional Fairness with Indirect Knowledge of Unobserved Protected Attributes in Entropy, 2021.
  • Sandhya Saisubramanian, Sainyam Galhotra and Shlomo Zilberstein. Learning to Generate Fair Clusters from Demonstrations. in AIES 2021.
  • Udayan Khurana and Sainyam Galhotra Semantic Concept Annotation for Tabular Data in CIKM 2021.

2020

2019

2018

  • Sainyam Galhotra, Arya Mazumdar, Soumyabrata Pal and Barna Saha. The Geometric Block Model in AAAI 2018.
    The conference proceedings version has an error which has been fixed in the arxiv version. Please refer to arxiv for the corrected version.

  • Sainyam Galhotra, Donatella Firmani, Barna Saha and Divesh Srivastava. Robust Entity Resolution with Random Expansion in SIGMOD Conference, 2018.

2017

2016