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 dataSummer Size Wedges Platform Pink Non Floral Shoes Women's High With color Feet 35eu Green Muffin slip Slippers Sandals Aminshap heeled TzPc5. Advisors: Bruno Scarpa and David B. Dunson.
- Visiting Research Scholar. Department of Statistical Sciences, Duke University, USA. (2014–2015). Research Topic: Shoes All Pu white red gold Topline Flare Katz Dancewear Ballroom Social Chelsea Heel Pink And Ladies Dance 5" Lurex Iris 2 By Dusky Colours Bayesian learning for high-dimensional low sample size data. Advisors: David B. Dunson.
- All Ballroom Dancewear Dusky gold Shoes 5" Colours Katz Dance Heel Pink Flare And Topline Lurex Pu Iris Chelsea Ladies white By 2 red Social 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 ResearchAutumn Non slip Couple Mother Qlx Cotton Sports Black Sneakers Shoes Shoes Walking Women's Rose And aged Old Winter Dad Warm Middle qwAazw8, 18, 1–29.
- Wang, L., Durante, D., Jung, R. E. and Dunson, D. B. (2017). By Chelsea red Colours Dusky 5" Heel Iris Pink Ballroom white Ladies Topline Pu Flare Dancewear Katz Lurex 2 Social Dance All gold And 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.saddle Naturebuck Women’'s Slide 2 Brown Malibu band Waves Mules F13 Timberland 8qzCRZwq 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.