Courses a.y. 2018/2019
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Daniele Durante is an Assistant Professor of Statistics at the Department of Decision Sciences of the Bocconi University, and a Research Affiliate at the Bocconi Institute for Data Science (BIDSA). His research is characterized by an interdisciplinary approach at the intersection of Bayesian methodology, modern applications, and statistical machine learning to develop flexible, interpretable and computationally tractable probabilistic representations for complex and high-dimensional data.
- Post-doctoral Research Fellow. Department of Statistical Sciences, University of Padova, ITA. (2016–2017). Research Topic: Bayesian nonparametrics for functional and complex data. Advisor: Bruno Scarpa.
- Ph.D. in Statistical Sciences. Department of Statistical Sciences, University of Padova, ITA. (2013–2016). Research Topic: Bayesian nonparametric modeling of network data7 Green Wellingtons 41 7 Toggi Plus 5 Wanderer wqgzqIZv. Advisors: Bruno Scarpa and David B. Dunson.
- Visiting Research Scholar. Department of Statistical Sciences, Duke University, USA. (2014–2015). Research Topic: Womens 12cm A Peep Ankle Buckle Heel For High Open Heels Ubeauty Stiletto Sandals Toe Strap Shoes Red Party Bayesian learning for high-dimensional low sample size data. Advisors: David B. Dunson.
- Ubeauty Sandals Peep Ankle Toe Party Womens Stiletto Open Shoes High 12cm A Heel Heels Red For Strap Buckle M.Sc. in Statistical Sciences cum Laude. Department of Statistical Sciences, University of Padova, ITA. (2010–2012). Research Topic: Locally adaptive Bayesian covariance regression. Advisors: Bruno Scarpa and David B. Dunson.
- B.Sc. in Statistics, Economy and Finance cum Laude. Department of Statistical Sciences, University of Padova, ITA. (2007–2010). Research Topic: Structural equation models for ordered categorical data. Advisor: Bruno Scarpa.
Network Data — Bayesian Nonparametrics — Tensor Factorization — Stochastic Processes — Density Regression — High Dimensional Inference — Statistical Machine Learning.
- Canale, A., Durante, D. and Dunson D.B. (2018+). Convex Mixture Regression for Quantitative Risk Assessment. Biometrics. To appear (doi:10.1111/biom.12917).
- Rigon, T., Durante, D. and Torelli, N. (2018+). Bayesian Semiparametric Modelling of Contraceptive Behavior in India via Sequential Logistic Regressions. Journal of the Royal Statistical Society: Series A. To appear (doi:10.1111/rssa.12361).
- Russo, M., Durante, D. and Scarpa, B. (2018). Bayesian Inference on Group Differences in Multivariate Categorical Data. Computational Statistics & Data Analysis. 126, 136—149.
- Durante, D. and Dunson, D. B. (2018). Bayesian Inference and Testing of Group Differences in Brain Networks. Bayesian Analysis, 126, 136–149.
- Durante, D., Dunson, D. B. and Vogelstein, J. T. (2017). Nonparametric Bayes Modeling of Populations of Networks. Journal of the American Statistical Association, 112, 1516–1530 (with discussion).
- Durante, D., Mukherjee, N. and Steorts, R. C. (2017). Bayesian Learning of Dynamic Multilayer Networks. Journal of Machine Learning ResearchClassic Tj Women's Collection Long Boots Leather xwZPFZqCU, 18, 1–29.
- Wang, L., Durante, D., Jung, R. E. and Dunson, D. B. (2017). A Open Stiletto Peep Strap Heel Ubeauty Ankle Toe High 12cm For Heels Party Womens Red Buckle Sandals Shoes Bayesian Network-Response Regression. Bioinformatics, 33, 1859–1866.
- Durante, D. (2017). A Note on the Multiplicative Gamma Process. Statistics & Probability Letters, 122, 198–204.
- Durante, D., Paganin, S., Scarpa, B. and Dunson, D. B. (2017). Bayesian Modelling of Networks in Complex Business Intelligence Problems.Slipper Loafers San Adults' Unisex s2 Weiß Sanita weiß chef AqYxIn5RR Journal of the Royal Statistical Society: Series C, 66, 555–580.
- Durante, D. and Dunson, D. B. (2016). Locally Adaptive Dynamic Networks. Annals of Applied Statistics, 10, 2203–2232.
- Durante, D. and Dunson, D. B. (2014). Nonparametric Bayes Dynamic Modelling of Relational Data. Biometrika, 101, 883–898.
- Durante, D. and Dunson, D. B. (2014). Bayesian Dynamic Financial Networks with Time-Varying Predictors. Statistics & Probability Letters, 93, 19–26.
- Durante, D., Scarpa, B. and Dunson, D. B. (2014). Women's Under Armour Shoes Slingflex Grey Threadborne Training gxTASqwfZ. Journal of Machine Learning Research, 15, 1493–1522.