A/Prof. Mario Boley

I am Associate Professor at the Department of Information Systems at the University of Haifa working in the area of statistical machine learning, optimisation, and their application to materials science and chemistry. I am also an adjunct at the Department for Data Science and AI at Monash University.

Updates

• 2025-11-25 — Publication: Algorithmic Iterative Reticular Synthesis of Zeolitic Imidazolate Framework Crystals
• 2025-11-24 — Publication: Cortical connectivity, local dynamics and stability correlates of global conscious states
• 2025-11-20 — Publication: Gradient Boosting versus Mixed Integer Programming for Sparse Additive Modeling
• 2025-08-25 — Student Project: Graph Neural Networks for Guiding Chemical Synthesis of Metal–Organic Frameworks
• 2025-08-25 — Rethinking the Data-Driven Discovery of Rare Phenomena (DARE)
• 2025-08-18 — Student Project: Human-Simulatable Additive Classification Models
• 2024-04-18 — Publication: Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles
• 2023-12-10 — Publication: Bayes beats cross validation: fast and accurate ridge regression via expectation maximization
• 2023-05-19 — Publication: Interpretable Machine Learning Models for Phase Prediction in Polymerization-Induced Self-Assembly
• 2021-12-06 — Publication: Relative Flatness and Generalization