CONSOLO ANTONIO

Role
Research fellow  
Academic disciplines
Operations Research (MATH-06/A)
Scientific-Disciplinary Group:
OPERATIONS RESEARCH (01/MATH-06)

Publications

  • Consolo, A., Amaldi, E., Manno, A. (2026). Soft regression trees: A model variant and a decomposition training algorithm. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 328(2), 607-619 [10.1016/j.ejor.2025.08.050]. Detail

  • Consolo, A., Manno, A., Amaldi, E. (2026). Binary kernel logistic regression: A sparsity-inducing formulation and a convergent decomposition training algorithm. COMPUTERS & OPERATIONS RESEARCH, 188(April 2026) [10.1016/j.cor.2025.107363]. Detail

  • Consolo, A., Amaldi, E., Carrizosa, E. (2026). Soft decision trees for survival analysis. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 331(3 (16 June 2026)), 925-940 [10.1016/j.ejor.2026.01.004]. Detail

  • Amaldi, E., Consolo, A., Manno, A. (2023). On multivariate randomized classification trees: l0-based sparsity, VC dimension and decomposition methods. COMPUTERS & OPERATIONS RESEARCH, 151(March 2023) [10.1016/j.cor.2022.106058]. Detail