Niccolò Meneghetti, PhD

Assistant Professor, Computer and Information Science
Niccolò Meneghetti
College of Engineering and Computer Science
Computer and Information Science
DAIR
[email protected]
313-583-6625
242 Computer and Information Science Building | 4901 Evergreen Road | Dearborn, MI 48128
link Personal Website
Michigan Expert (MExpert) Profile

Teaching Areas:

Computer and Information Science, Data Science

Research Areas:

Data Management, Data Mining, Data Science, Machine Learning, Optimization, and Intelligent Systems

Biography and Education

Education

  • Ph.D., State University of New York at Buffalo (SUNY Buffalo)
  • M.S., Alma Mater Studiorum Università di Bologna, Italy
  • B.S., Alma Mater Studiorum Università di Bologna, Italy

Teaching and Research

Courses Taught

Selected Publications

  1. Sami Hadouaj, Ouael Ben Amara and Niccolò Meneghetti, "Variational Inference for De Finetti Logic", Proceedings of the ACM on Management of Data (ACM SIGMOD 2026), Volume 4, Issue 3, Article No. 237, Pages 1-30, 2026, DOI: 
  2. Sean Vucinich, Qiang Zhu and Niccolò Meneghetti, "An Approach to Enhancing Fairness in a Dynamically Growing Federated Learning Environments", 2025 IEEE International Conference on Big Data and Smart Computing (IEEE BigComp 2025), Kota Kinabalu, Malaysia, 2025, pp. 244-251, doi: 
  3. Ouael Ben Amara, Sami Hadouaj and Niccolò Meneghetti, "StarfishDB: A Query Execution Engine for Relational Probabilistic Programming", Proceedings of the ACM on Management of Data (ACM SIGMOD 2024), Volume 2, Issue 3, Article No. 185, Pages 1-31, 2024, DOI: 
  4. Niccolò Meneghetti and Ouael Ben Amara, "Gamma Probabilistic Databases: Learning from Exchangeable Query-Answers", EDBT 2022, Vol 2, pages 260–273, 2022.
    DOI: 
  5. Niccolò Meneghetti, Oliver Kennedy,Wolfgang Gatterbauer, "Learning from Query-Answers: A Scalable Approach to Belief Updating and Parameter Learning", ACM Transactions on Database Systems (TODS 2018), Volume 43, Issue 4, Article No. 17, Pages 1-41, DOI: 
  6. Niccolò Meneghetti, Oliver Kennedy,Wolfgang Gatterbauer, "Beta Probabilistic Databases: A Scalable Approach to Belief Updating and Parameter Learning", SIGMOD '17: Proceedings of the 2017 ACM International Conference on Management of Data (ACM SIGMOD 2017), pp 573–586, DOI: 
  7. Niccolò Meneghetti, Denis Mindolin, Paolo Ciaccia, Jan Chomicki, "Output-sensitive Evaluation of Prioritized Skyline Queries", SIGMOD '15: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data (ACM SIGMOD 2015), pp 1955–1967, DOI: 
  8. Ying Yang, Niccolò Meneghetti, Ronny Fehling, Zhen Hua Liu, Oliver Kennedy, "Lenses: An On-Demand Approach to ETL", Proceedings of the VLDB Endowment (PVLDB 2015), Volume 8, Issue 12, August 2015, pp 1578-1589, DOI: 
  9. Niccolò Meneghetti, "Probabilistic Skylines", In: Liu L., Özsu M. (eds) Encyclopedia of Database Systems (2016), Springer, New York, NY, DOI: 
  10. Jan Chomicki, Paolo Ciaccia, Niccolò Meneghetti, "Skyline queries, front and back", ACM SIGMOD Record, Volume 42 Issue 3, September 2013, pp 6-18, DOI: