Ryan McKenna and Gerome Miklau’s paper “Relaxed Marginal Consistency for Differentially Private Query Answering” was accepted to NeurIPS 2021. Authors: Ryan McKenna, Siddhant Pradhan, Daniel Sheldon, Gerome Miklau
Maliha Tashfia Islam, Anna Fariha, and Alexandra Meliou’s paper “Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification” was accepted to SIGMOD 2022. Authors: Maliha Tashfia Islam, Anna Fariha, Alexandra Meliou, Babak Salimi
Alexandra Meliou and Zafeiria Moumoulidou’s paper “Improved Approximation and Scalability for Fair Max-Min Diversification” was accepted to ICDT 2022. Authors: Raghavendra Addanki, Andrew McGregor, Alexandra Meliou, Zafeiria Moumoulidou
Anna Fariha‘s demo paper “DICE: Data Discovery by Example” was accepted to VLDB 2021. Authors: El Kindi Rezig, Anshul Bhandari, Anna Fariha, Benjamin Price, Allan Vanterpool, Vijay Gadepally, Michael Stonebraker
Sandeep Polisetty‘s paper “NextDoor: Accelerating Graph Sampling for Graph Machine Learning using GPUs” was accepted to Eurosys 2021. Authors: Abhinav Jangda, Sandeep Polisetty, Arjun Guha, Marco Serafini
Matteo Brucato‘s paper “Solving Markov Decision Processes with Partial State Abstractions” was accepted to ICRA 2021. Authors: Samer B. Nashed, Justin Svegliato, Matteo Brucato, Connor Basich, Roderic Grupen, Shlomo Zilberstein
Anna Fariha‘s paper “CoCo: Interactive Exploration of Conformance Constraints for Data Understanding and Data Cleaning” was accepted to SIGMOD 2021. Authors: Anna Fariha, Ashish Tiwari, Alexandra Meliou, Arjun Radhakrishna, Sumit Gulwani
Anna Fariha’s paper “Conformance Constraint Discovery: Measuring Trust in Data-Driven Systems” was accepted to SIGMOD 2021. Authors: Anna Fariha, Ashish Tiwari, Arjun Radhakrishna, Sumit Gulwani, Alexandra Meliou
Ryan McKenna’s paper “Permute-and-Flip: A new mechanism for differentially private selection” was accepted to NeurIPS 2020. Authors: Ryan McKenna, Daniel Sheldon
Zafeiria Moumoulidou‘s paper “Diverse Data Selection under Fairness Constraints” was accepted to ICDT 2021. Authors: Zafeiria Moumoulidou, Andrew McGregor, Alexandra Meliou.