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Dive into the research topics where Ferdinando Fioretto is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborative Research: RI: Small: Deep Constrained Learning for Power Systems
10/1/20 → 9/30/23
Project: Research project
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Collaborative Research: SaTC: CORE: Small: Privacy and Fairness in Critical Decision Making
10/1/21 → 9/30/24
Project: Research project
Research output
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Differentially Private Optimal Power Flow for Distribution Grids
Dvorkin, V., Fioretto, F., Van Hentenryck, P., Pinson, P. & Kazempour, J., May 2021, In: IEEE Transactions on Power Systems. 36, 3, p. 2186-2196 11 p., 9226144.Research output: Contribution to journal › Article › peer-review
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Differential privacy of hierarchical Census data: An optimization approach
Fioretto, F., Van Hentenryck, P. & Zhu, K., Jul 2021, In: Artificial Intelligence. 296, 103475.Research output: Contribution to journal › Article › peer-review
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Lagrangian Duality for Constrained Deep Learning
Fioretto, F., Van Hentenryck, P., Mak, T. W. K., Tran, C., Baldo, F. & Lombardi, M., 2021, Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track - European Conference, ECML PKDD 2020, Proceedings. Dong, Y., Mladenic, D. & Saunders, C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 118-135 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12461 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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The Smart Appliance Scheduling Problem: A Bayesian Optimization Approach
Tabakhi, A. M., Yeoh, W. & Fioretto, F., 2021, PRIMA 2020: Principles and Practice of Multi-Agent Systems - 23rd International Conference, 2020, Proceedings. Uchiya, T., Bai, Q. & Marsá Maestre, I. (eds.). Springer Science and Business Media Deutschland GmbH, p. 100-115 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12568 LNAI).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Differential Privacy for Power Grid Obfuscation
Fioretto, F., Mak, T. W. K. & Van Hentenryck, P., Mar 2020, In: IEEE Transactions on Smart Grid. 11, 2, p. 1356-1366 11 p., 8809257.Research output: Contribution to journal › Article › peer-review
5 Scopus citations
Press and Media
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ELECTRICAL ENGINEERING AND COMPUTER SCIENCE FACULTY AWARDED NSF RESEARCH GRANTS
Ferdinando Fioretto, Jae C Oh & Endadul Hoque
9/2/20
1 item of Media coverage
Press/Media: Expert Comment