CANDELIERI ANTONIO

Role
Associate professor  
Academic disciplines
Informatics (INFO-01/A)
Scientific-Disciplinary Group:
INFORMATICS (01/INFO-01)
Email
[email protected]
Office phone
0264487926
Room:
  • U07, Floor: 2, Room: 2096

Publications

  • Saeed, M., Eidsvik, J., Candelieri, A. (In corso di stampa). Multi-Objective Bayesian Optimization Framework for CO₂ Injection Strategy Design: A Sleipner-Inspired Study. GEOENERGY SCIENCE AND ENGINEERING [10.2139/ssrn.6952191]. Detail

  • Candelieri, A., Archetti, F., Seyedi, I. (2026). When to Explore and When to Exploit: Adaptive Decisions in Bayesian Optimization. MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 8(7) [10.3390/make8070193]. Detail

  • Candelieri, A., Archetti, F., Seyedi, I., Ponti, A. (2026). Resource Allocation via Bayesian Optimization in Wasserstein Spaces vs. Semi-Bandit Feedback. BIG DATA AND COGNITIVE COMPUTING, 10(7) [10.3390/bdcc10070206]. Detail

  • Candelieri, A., Signori, E. (2026). e2HPO: Energy Efficient Hyperparameter Optimization via Energy-Aware Multiple Information Source Bayesian Optimization. In Learning and Intelligent Optimization
    19th International Conference, LION 19, Prague, Czech Republic, June 15–19, 2025, Proceedings, Part I (pp.135-150). Springer Science and Business Media Deutschland GmbH [10.1007/978-3-032-09156-7_10].     Detail

  • Saba, S., Saeed, M., Candelieri, A. (2026). Calibration-Aware Conditional Synthetic Augmentation under Explicit Feasibility Constraints: Repeated Validation on Mobile and Sensor Miscarriage-Risk Records [Altro] [10.2139/ssrn.7324365]. Detail

Full list

Research projects

Energidrica- Efficienza energetica nella gestione delle reti idriche
Year: 2017
Call: 2017-043 - PROGETTI DI RICERCA INDUSTRIALE E SVILUPPO SPERIMENTALE NELLE 12 AREE DI SPECIALIZZAZIONE INDIVIDUATE DAL PNR 2015-2020
Grantors: M.I.U.R. - MINISTERO DELL'ISTRUZIONE, DELL'UNIVERSITA' E DELLA RICERCA

Awards

Management or corporate responsibility

  • ENERGIDRICA – Efficienza energetica nelle reti idriche (CUP B42F20000390006)
    Programma PON “Ricerca e Innovazione” 2014- 2020 – Azione II – OS 1.b.
    http://www.ponricerca.gov.it/ - Università degli Studi di MILANO-BICOCCA, 2021 - 2023

Research and teaching assignments

  • Ricercatore/Ricercatrice universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2019
  • Ricercatore/Ricercatrice universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2019 - 2022
  • Ricercatore/Ricercatrice universitario a t.d. - Università degli Studi di MILANO-BICOCCA, 2016 - 2019

Congresses/Conferences

  • Program committee - LION 18 - 18th International conference on Learning and Intelligent Optimization(Italia), 2024
  • Program committee - 4th International Conference and Summer School on Numerical computations: theory and algorithms (NUMTA)(Italia), 2023
  • Program committee - LION 17 - 17th International conference on Learning and Intelligent Optimization(Francia), 2023
  • Program committee - LION 16 - 16th International conference on Learning and Intelligent Optimization(Grecia), 2022
  • Program committee - LION 15 - 15th International conference on Learning and Intelligent Optimization(Grecia), 2021
  • Program committee - LION 14 - 14th International conference on Learning and Intelligent Optimization, 2020
  • Program committee - Numerical Computations: Theory and Algorithms (NUMTA) 2019, The 3rd International Conference and Summer School(Italia), 2019