Sudeepa Roy
Duke University
H-index: 23
North America-United States
Top articles of Sudeepa Roy
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
How Database Theory Helps Teach Relational Queries in Database Education (Invited Talk) | Sudeepa Roy Amir Gilad Yihao Hu Hanze Meng Zhengjie Miao | 2024 | |
Evaluating Pre-Trial Programs Using Interpretable Machine Learning Matching Algorithms for Causal Inference | Travis Seale-Carlisle Saksham Jain Courtney Lee Caroline Levenson Swathi Ramprasad | 2024 | |
Qr-Hint: Actionable Hints Towards Correcting Wrong SQL Queries | arXiv preprint arXiv:2404.04352 | Yihao Hu Amir Gilad Kristin Stephens-Martinez Sudeepa Roy Jun Yang | 2024/4/5 |
Summarized Causal Explanations For Aggregate Views | MICHAEL CAFARELLA | 2024 | |
Evaluating Datalog over Semirings: A Grounding-based Approach | arXiv preprint arXiv:2403.12436 | Hangdong Zhao Shaleen Deep Paraschos Koutris Sudeepa Roy Val Tannen | 2024/3/19 |
Graph Neural Network based Double Machine Learning Estimator of Network Causal Effects | arXiv e-prints | Seyedeh Baharan Khatami Harsh Parikh Haowei Chen Sudeepa Roy Babak Salimi | 2024/3 |
Characterizing and Verifying Queries Via CINSGEN | Hanze Meng Zhengjie Miao Amir Gilad Sudeepa Roy Jun Yang | 2023/6/4 | |
Causal inference in data analysis with applications to fairness and explanations | Sudeepa Roy Babak Salimi | 2023/4/28 | |
DP-PQD: Privately Detecting Per-Query Gaps In Synthetic Data Generated By Black-Box Mechanisms | arXiv preprint arXiv:2309.08574 | Shweta Patwa Danyu Sun Amir Gilad Ashwin Machanavajjhala Sudeepa Roy | 2023/9/15 |
and Explanations | Reasoning Web. Causality, Explanations and Declarative Knowledge: 18th International Summer School 2022, Berlin, Germany, September 27–30, 2022, Tutorial Lectures | Sudeepa Roy Babak Salimi | 2023/4/27 |
Explaining Differentially Private Query Results with DPXPlain | Proceedings of the VLDB Endowment | Tingyu Wang Yuchao Tao Amir Gilad Ashwin Machanavajjhala Sudeepa Roy | 2023/8/1 |
Causal What-If and How-To Analysis Using HypeR | Fangzhu Shen Kayvon Heravi Oscar Gomez Sainyam Galhotra Amir Gilad | 2023/4/3 | |
A double machine learning approach to combining experimental and observational data | arXiv preprint arXiv:2307.01449 | Marco Morucci Vittorio Orlandi Harsh Parikh Sudeepa Roy Cynthia Rudin | 2023/7/4 |
Seventh Workshop on Human-In-the-Loop Data Analytics (HILDA) | Dominik Moritz Behrooz Omidvar-Tehrani Sudeepa Roy | 2023/6/4 | |
Understanding queries by conditional instances | Amir Gilad Zhengjie Miao Sudeepa Roy Jun Yang | 2022/6/10 | |
Toward interpretable and actionable data analysis with explanations and causality | Proceedings of the VLDB Endowment | Sudeepa Roy | 2022/8/1 |
I-Rex: An interactive relational query debugger for SQL | Yihao Hu Zhengjie Miao Zhiming Leong Haechan Lim Zachary Zheng | 2022/3/3 | |
Evaluating pre-trial programs using machine learning matching algorithms | Travis Seale-Carlisle Cynthia Rudin Brandon Garrett Alexander Volfovsky Saksham Jain | 2022/6/13 | |
2022 ACM PODS Alberto O. Mendelzon Test-of-Time Award | Michael Bender Michael Benedikt Sudeepa Roy | 2022/6/12 | |
Selectivity functions of range queries are learnable | Xiao Hu Yuxi Liu Haibo Xiu Pankaj K Agarwal Debmalya Panigrahi | 2022 |
Co-Authors
