DISIA – Director
Areas of expertise: causal inference, missing data, Bayesian data analysis.
Biosketch: Fabrizia Mealli is Professor of Statistics. Her research focuses on causal inference, program evaluation, estimation techniques, simulation methods, missing data, and Bayesian inference, with applications to the social and biomedical sciences. She serves as coordinator of the Statistics track for the PhD program in Mathematics, Computer Science, Statistics of the University of Florence, and sits the Steering Committee of the European Causal Inference Meeting. She is Elected Fellow of the American Statistical Association, and currently an associate editor of “The Annals of Applied Statistics,” and the “Journal of the American Statistical Association, T&M.”
Areas of expertise: formal models and methods for security; formal models and methods for continuous systems
Biosketch: Michele Boreale is associate professor of Computer Science. His research concerns theoretical aspects of Computer Science, and in particular: models for quantitative information flow analysis, also based on Information Theory; algebraic and coalgebraic methods for continuous and hybrid systems. He has served as a PC member in several major conferences in theoretical Computer Science, including ICALP and CONCUR; has has also served as a PC chair of FORTE'13.
DISIA – Deputy director
Areas of expertise: multivariate models, graphical models, statistical learning
Biosketch: Anna Gottard is associate professor of Statistics at DiSIA, University of Florence. Her current research interest concerns interpretable machine learning, tree-embedded models, mixture models under latent uncertainty and graphical models for angles and directional data.
Areas of expertise: computer aided geometric design, approximation theory, isogeometric analysis
Biosketch: Carlotta Giannelli is Associate Professor of Numerical Analysis at DIMAI, University of Florence. Her primary research interests focus on computer aided geometric design, spline methods and related application areas, isogeometric analysis. She is in the scientific committes of the International Conference on Geometric Modeling and Processing and the International Conference on Isogeometric Analysis. She currently serves as Program Director of the SIAM Activity Group on Geometric Design.
Francesca Romana Nardi
DIMAI – Deputy director
Probability theory and statistical mechanics. Metastability for interacting spin and particle systems. Probabilistic Cellular Automata. Random graphs.
Nardi Francesca R. is Associate Professor of Probability Theory and Mathematical Statistics at DIMAI, University of Florence. She previously held academic positions at TU/e. Her main research interests are in probability theory, statistical mechanics. Applications that motivate her research are 1) statistical physics of equilibrium: phase diagrams and phase transitions; 2) probabilistic models for the study of dyamical phenomena: metastability in interacting spin and particle systems; probabilistic cellular automata, the spread of epidemics over network for moving populations; delay performance in random access networks, transition time asymptotics of queue-based activation protocols in random-access networks; 3) cut-off phenomena, mixing times and random graphs. She serves in ``collegio docenti’’ for the PhD program in Mathematics, Computer Science, Statistics of the University of Florence. She is participating as research fellow since 2007 in ``Random Spatial Structures'' at EURANDOM TU/e Eindhoven (NL) and as research fellow since 2017 in ``Data Science Center Eindhoven'' at Technische Universiteit Eindhoven (NL).
Areas of expertise: Partial Differential Equations, Industrial Mathematics, Blockchain Technology.
Biosketch: Vincenzo Vespri is Professor of Mathematical Analysis. His research focuses on structural properties of Partial Differential Equations and Industrial Mathematics (applications in Finance, Telecomunications and Blockchain technology). He is currently editor in chief of Open Mathematics, and an associate editor of NonLinear Analysis, Financial Mathematics and Applications, J. Math. Anal. and Mathematical Problems in Engineering. He will be the sherpa for the Italian Government for the meeting of G7-Science about AI that will be held in Paris in June.
DINFO – Deputy director
Biosketch: Paolo Frasconi is a professor of Computer Science at DINFO, Univ. Florence. He previously held academic positions at KU Leuven, Univ. Cagliari, Univ. Wollongong, and MIT. His research interests are in the area of machine learning, in particular on relational learning with neural networks and kernels, hyperparameter optimization, and applications of machine learning to biological data. He chaired MLG 2007, ILP 2010, and ECML-PKDD 2016. He is currently an Action Editor for the Machine Learning Journal and sits in the Steering Committee of the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery and in the Advisory Board of the Italian Association for Machine Learning.
Area of expertise: Big Data analytics, artificial intelligence, distributed systems, knowledge engineering.
Biosketch: Paolo Nesi is full professor of Computer Science at DINFO/Unifi. His research is focused on large scale distributed systems, data analytics, big data, IoT/IoE, formal methods, predictive models, simulation. The main domains are smart city, industry 4.0. He is the coordinator of Chair of DISIT lab, Snap4City. He is associate editor of a number of international journal and chair of major conferences.
Biosketch: Fabio Schoen is Professor of Operations Research at DINFO/Unifi and aggregate professor of Operations Management, Stern Business School, NYU. His research is focused on global optimization algorithms and operations research methods, models and applications. He is the coordinator of the PhD program in Information Engineering. He is associate editor of Journal of Global Optimization, Computational Optimization and Applications, Optimization Methods and Software, Operations Research Letters.
Experimental, behavioral and computational economics, expectation formation and heterogeneous agents.
Biosketch: Domenico Colucci is Professor of Mathematical methods for economic analysis. PhD in Mathematics for Economic Decisions at Pisa University. His research focuses on experimental, behavioral and computational economics.
Areas of expertise: banking, financial markets, fintech
Biosketch: Federica Ielasi is Professor of Banking. PhD in Financial Markets and Institutions. Her research focuses on bank-firm relationship, credit risk, responsible investments, innovative financing and fintech. She is author of international publications in the field of banking management, corporate banking, risk management and ethical finance.
Maria Grazia Pazienza
Areas of expertise: public finance, energy use, microsimulation models
Biosketch: Maria Grazia Pazienza is Associate Professor of Public Finance. Her research focuses on the effect of taxation on firms and consumers decisions by using microdata.