| 2023 | RANLP | On the Generalization of Projection-Based Gender Debiasing in Word Embedding. | Elisabetta Fersini, Antonio Candelieri, Lorenzo Pastore |
| 2021 | EACL | OCTIS: Comparing and Optimizing Topic models is Simple! | Silvia Terragni, Elisabetta Fersini, Bruno Giovanni Galuzzi, Pietro Tropeano, Antonio Candelieri |
| 2021 | GECCO | Risk aware optimization of water sensor placement. | Antonio Candelieri, Andrea Ponti, Francesco Archetti |
| 2021 | WSC | A Gentle Introduction to Bayesian Optimization. | Antonio Candelieri |
| 2021 | WSC | Treed-Gaussian Processes with Support Vector Machines as Nodes For Nonstationary Bayesian Optimization. | Antonio Candelieri, Giulia Pedrielli |
| 2020 | ICANN | Tuning Deep Neural Network's Hyperparameters Constrained to Deployability on Tiny Systems. | Riccardo Perego, Antonio Candelieri, Francesco Archetti, Danilo Pau |
| 2018 | WSC | Stochastic Optimization for Feasibility determination: an Application to water pump Operation in water Distribution Network. | Yi-An Tsai, Giulia Pedrielli, Logan Mathesen, Zelda B. Zabinsky, Hao Huang, Antonio Candelieri, Riccardo Perego |
| 2009 | ISDA | Knowledge Discovery Approaches for Early Detection of Decompensation Conditions in Heart Failure Patients. | Antonio Candelieri, Domenico Conforti, Angela Sciacqua, Francesco Perticone |