Publications

Murphy, Keefe; Murphy, T. Brendan; Piccarreta, Raffaella; Gormley, Claire I.

Clustering longitudinal life-course sequences using mixtures of exponential-distance models

JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, Forthcoming

Merler Stefano; Ajelli Marco; Guzzetta Giorgio; Trentini Filippo; Marziano Valentina; Melegaro Alessia; Tirani Marcello; Cereda Danilo; Piccarreta Raffaella

Seroprevalence of and Risk Factors Associated With SARS-CoV-2 Infection in Health CareWorkers During the Early COVID-19 Pandemic in Italy

JAMA NETWORK OPEN, Forthcoming

Sariev, Hristo; Fortini, Sandra; Petrone, Sonia

Infinite-color randomly reinforced urns with dominant colors

BERNOULLI, Forthcoming

Favaro, Stefano; Fortini, Sandra; Peluchetti, Stefano

Deep Stable neural networks: large-width asymptotics and convergence rates

BERNOULLI, Forthcoming

Cappelli, Francesco; Tauro, Flavia; Apollonio, Ciro; Petroselli, Andrea; Borgonovo, Emanuele; Grimaldi, Salvatore

Feature importance measures to dissect the role of sub-basins in shaping the catchment hydrological response: a proof of concept

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, Forthcoming

Lu, Xuefei; Borgonovo, Emanuele

Global sensitivity analysis in epidemiological modeling

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2023

Borgonovo, Emanuele; Lu, Xuefei; Rabitti, Giovanni

Sensitivity analysis of pandemic models can support effective policy decisions

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2023

Feng, Tangren; Niemeyer, Axel; Wu, Qinggong

The limits of ex post implementation without transfers

THEORETICAL ECONOMICS, 2023

Szabo, Botond; Vuursteen, Lasse; Van Zanten, Harry

Optimal high-dimensional and nonparametric distributed testing under communication constraints

ANNALS OF STATISTICS, 2023

Wade, Sara; Piccarreta, Raffaella; Cremaschi, Andrea; Antoniano-Villalobos, Isadora

Colombian women's life patterns: a multivariate density regression approach

BAYESIAN ANALYSIS, 2022

Cerreia-Vioglio, Simone; Maccheroni, Fabio; Marinacci, Massimo

Ambiguity aversion and wealth effects

JOURNAL OF ECONOMIC THEORY, 2022

Fukuda, Satoshi; Kamada, Yuichiro

Negotiations with limited specifiability

AMERICAN ECONOMIC JOURNAL: MICROECONOMICS, 2022

Padoan, Simone A.; Stupfler, Gilles

Joint inference on extreme expectiles for multivariate heavy-tailed distributions

Bernoulli, 28(2), 1021-1048, 2022

Trentini, Filippo; Marziano, Valentina; Guzzetta, Giorgio; Tirani, Marcello; Cereda, Danilo; Poletti, Piero; Piccarreta, Raffaella; Barone, Antonio; Preziosi, Giuseppe; Arduini, Fabio; Della Valle, Petra Giulia; Zanella, Alberto; Grosso, Francesca; Del Castillo, Gabriele; Castrofino, Ambra; Grasselli, Giacomo; Melegaro, Alessia; Piatti, Alessandra; Andreassi, Aida; Gramegna, Maria; Ajelli, Marco; Merler, Stefano

Pressure on the health-care system and intensive care utilization during the COVID-19 outbreak in the Lombardy region of Italy: a retrospective observational study in 43.538 hospitalized patients

AMERICAN JOURNAL OF EPIDEMIOLOGY, 2022

Bonsaglio, Marta; Fortini, Sandra; Ventz, Steffen; Trippa, Lorenzo

Approximating the operating characteristics of Bayesian Uncertainty directed trial Designs

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2022

Padoan, Simone A.; Rizzelli, Stefano

Consistency of Bayesian inference for multivariate max-stable distributions

ANNALS OF STATISTICS, 2022

Davison, Anthony C.; Padoan, Simone A.; Stupfler, Gilles

Tail risk inference via expectiles in heavy-tailed time series

JOURNAL OF BUSINESS & ECONOMIC STATISTICS, 2022

Battigalli, Pierpaolo; Dufwenberg, Martin

Belief-dependent motivations and psychological game theory

JOURNAL OF ECONOMIC LITERATURE, 2022

Battigalli, Pierpaolo; Cerreia Vioglio, Simone; Maccheroni, Fabio; Marinacci, Massimo; Sargent, Thomas

A framework for the analysis of self-confirming policies

THEORY AND DECISION, 2022

Fasano, Augusto; Durante, Daniele; Zanella, Giacomo

Scalable and accurate variational Bayes for high-dimensional binary regression models

BIOMETRIKA, 2022

Legramanti, Sirio; Rigon, Tommaso; Durante, Daniele

Bayesian testing for exogenous partition structures in stochastic block models

SANKHYA. SERIES A, 2022

Cao, Jian; Durante, Daniele; Genton, Marc G.

Scalable computation of predictive probabilities in probit models with Gaussian process priors

JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 2022

Fasano, Augusto; Durante, Daniele

A class of conjugate priors for multinomial probit models which includes the multivariate normal one

JOURNAL OF MACHINE LEARNING RESEARCH, 2022

Borgonovo, Emanuele; Pangallo, Marco; Rivkin, Jan; Rizzo, Leonardo; Siggelkow, Nicolaj

Sensitivity analysis of agent-based models: a new protocol

COMPUTATIONAL AND MATHEMATICAL ORGANIZATION THEORY, 2022

Lo Piano, Samuele; Borgonovo, Emanuele; Puy, Arnald; Saltelli, Andrea; Walsh, John; Vidoni, Daniele

Improving the reliability of cohesion policy databases

PLOS ONE, 2022

Cerreia Vioglio, Simone; Maccheroni, Fabio; Schmeidler, David

Equilibria of nonatomic anonymous games

GAMES AND ECONOMIC BEHAVIOR, 2022

Braghieri, Luca; Levy, Ro'Ee; Makarin, Alexey

Social media and mental health

THE AMERICAN ECONOMIC REVIEW, 2022

Nieman, Dennis; Szabo, Botond; Van Zanten, Harry

Contraction rates for sparse variational approximations in Gaussian process regression

JOURNAL OF MACHINE LEARNING RESEARCH, 2022

Szabo, Botond; Vuursteen, Lasse; Van Zanten, Harry

Optimal distributed composite testing in high-dimensional Gaussian models with 1-bit communication

IEEE TRANSACTIONS ON INFORMATION THEORY, 2022

Ray, Kolyan; Szabo, Botond

Variational Bayes for high-dimensional linear regression with sparse priors

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2022

Van Loon, Wouter; De Vos, Frank; Fokkema, Marjolein; Szabo, Botond; Koini, Marisa; Schmidt, Reinhold; De Rooij, Mark

Analyzing hierarchical multi-view MRI data with StaPLR: an application to Alzheimer's disease classification

FRONTIERS IN NEUROSCIENCE, 2022

Livingstone, Samuel; Zanella, Giacomo

The Barker proposal: combining robustness and efficiency in gradient-based MCMC

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY, 2022

Peletier, Mark A.; Rossi, Riccarda; Savare', Giuseppe; Tse, Oliver

Jump processes as generalized gradient flows

CALCULUS OF VARIATIONS AND PARTIAL DIFFERENTIAL EQUATIONS, 2022

Savare', Giuseppe

Sobolev spaces in extended metric-measure spaces

New trends on analysis and geometry in metric spaces, 2022

Cavagnari, Giulia; Lisini, Stefano; Orrieri, Carlo; Savare', Giuseppe

Lagrangian, Eulerian and Kantorovich formulations of multi-agent optimal control problems: equivalence and Gamma-convergence

JOURNAL OF DIFFERENTIAL EQUATIONS, 2022

Liao, Tim F.; Bolano, Danilo; Brzinsky-Fay, Christian; Cornwell, Benjamin; Fasang, Anette Eva; Helske, Satu; Piccarreta, Raffaella; Raab, Marcel; Ritschard, Gilbert; Struffolino, Emanuela; Studer, Matthias

Sequence analysis: its past, present, and future

SOCIAL SCIENCE RESEARCH, 2022

Mencarini, Letizia; Piccarreta, Raffaella; Le Moglie, Marco

Life-course perspective on personality traits and fertility with sequence analysis

JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, 2022

Catalano, Marta; De Blasi, Pierpaolo; Lijoi, Antonio; Pruenster, Igor

Posterior asymptotics for boosted Hierarchical Dirichlet Process mixtures

JOURNAL OF MACHINE LEARNING RESEARCH, 2022

De Blasi, Pierpaolo; Mena, Ramsés H.; Pruenster, Igor

Asymptotic behavior of the number of distinct values in a sample from the geometric stick-breaking process

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS, 2022

Gaffi, Francesco; Lijoi, Antonio; Pruenster, Igor

Specification of the base measure of nonparametric priors via random means

New frontiers in Bayesian statistics : BAYSM 2021, online, September 1-3, 2022

Denti, Tommaso; Marinacci, Massimo; Rustichini, Aldo

Experimental cost of informations

THE AMERICAN ECONOMIC REVIEW, 2022

Castagnoli, Erio; Cattelan, Giacomo; Maccheroni, Fabio; Tebaldi, Claudio; Wang, Ruodu

Star-shaped risk measures

OPERATIONS RESEARCH, 2022

Lavenant, Hugo; Santambrogio, Filippo

The flow map of the Fokker-Planck equation does not provide optimal transport

APPLIED MATHEMATICS LETTERS, 2022

Feng, Tangren; Ke, Shaowei; Mcmillan, Andrew

Utilitarianism and social discounting with countably many generations

JOURNAL OF MATHEMATICAL ECONOMICS, 2022

Pierpaolo Battigalli; Nicodemo De Vito

Beliefs, plans, and perceived intentions in dynamic games

JOURNAL OF ECONOMIC THEORY, 2021

Borgonovo, Emanuele; Gordon B. , Hazen; Jose, Victor Richmond R.; Plischke, Elmar

Probabilistic sensitivity measures as information value

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2021

Piero Poletti; Marcello Tirani; Danilo Cereda; Filippo Trentini; Giorgio Guzzetta; Giuliana Sabatino; Valentina Marziano; Ambra Castrofino; Francesca Grosso; Gabriele Del Castillo; Raffaella Piccarreta; Aida Andreassi; Alessia Melegaro; Maria Gramegna; Marco Ajelli; Stefano Merler

Association of age with likelihood of developing symptoms and critical disease among close contacts exposed to patients with confirmed SARS-CoV-2 infection in Italy

JAMA NETWORK OPEN, 2021

Venturini, Sergio; Piccarreta, Raffaella

A Bayesian approach for model-based clustering of several binary dissimilarity matrices: the dmbc package in R

JOURNAL OF STATISTICAL SOFTWARE, 2021

Simone Cerreia-Vioglio; Fabio Maccheroni; Massimo Marinacci; Aldo Rustichini

Axiomatic tests for the Boltzmann distribution

JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT, 2021

Veronica Cappelli; Simone Cerreia Vioglio; Fabio Maccheroni; Massimo Marinacci; Stefania Minardi

Sources of uncertainty and subjective prices

JOURNAL OF THE EUROPEAN ECONOMIC ASSOCIATION, 2021

Fasano, Augusto; Rebaudo, Giovanni; Durante, Daniele; Petrone, Sonia

A closed-form filter for binary time series

STATISTICS AND COMPUTING, 2021

Rigon, Tommaso; Durante, Daniele

Tractable Bayesian density regression via logit stick-breaking priors

JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2021

Fukuda, Satoshi

Unawareness without AU Introspection

JOURNAL OF MATHEMATICAL ECONOMICS, 2021

Ghoussoub, Nassif; Kim, Young-Heon; Lavenant, Hugo; Palmer, Aaron Zeff

Hidden convexity in a problem of nonlinear elasticity

SIAM JOURNAL ON MATHEMATICAL ANALYSIS, 2021

Lavenant, Hugo

Unconditional convergence for discretizations of dynamical optimal transport

MATHEMATICS OF COMPUTATION, 2021

Filippo Ascolani; Antonio Lijoi; Matteo Ruggiero

Predictive inference with Fleming-Viot-driven dependent Dirichlet processes

BAYESIAN ANALYSIS, 2021

Federico Camerlenghi; Antonio Lijoi; Igor Pruenster

Survival analysis via hierarchically dependent mixture hazards

ANNALS OF STATISTICS, 2021

Catalano Marta.; Lijoi Antonio; Pruenster Igor

Transport distances on random vectors of measures: recent advances in Bayesian nonparametrics

Advances in probability and mathematical statistics, 2021

Piero Veronese; Eugenio Melilli

Confidence distribution for the ability parameter of the Rasch model

PSYCHOMETRIKA, 2021

Beranger, Boris; Padoan, Simone A.; Sisson, Scott A.

Estimation and uncertainty quantification for extreme quantile regions

EXTREMES, 2021

Enkelejd Hashorva; Simone A Padoan; Stefano Rizzelli

Multivariate extremes over a random number of observations

SCANDINAVIAN JOURNAL OF STATISTICS, 2021

Laurent Drouet; Valentina Bosetti; Simone A. Padoan; Lara Aleluia Reis; Christoph Bertram; Francesco Dalla Longa; Jacques Despr('(e))s; Johannes Emmerling; Florian Fosse; Kostas Fragkiadakis; Stefan Frank; Oliver Fricko; Shinichiro Fujimori; Mathijs Harmsen; Volker Krey; Ken Oshiro; Larissa P. Nogueira; Leonidas Paroussos; Franziska Piontek; Keywan Riahi; Pedro R. R. Rochedo; Roberto Schaeffer; Jun'Ya Takakura; Kaj-Ivar Van Der Wijst; Bob Van Der Zwaan; Detlef Van Vuuren; Zoi Vrontisi; Matthias Weitzel; Behnam Zakeri; Massimo Tavoni

Net zero-emission pathways reduce the physical and economic risks of climate change

NATURE CLIMATE CHANGE, 2021

Ambrosio, Luigi; Massimo Fornasier; Morandotti, Marco; Savaré, Giuseppe

Spatially inhomogeneous evolutionary games

Comm. Pure Appl. Math. 74 (2021), no. 7, 1353–1402.

Puy, Arnald; Borgonovo, Emanuele; Lo Piano, Samuele; Levin, Simon A.; Saltelli, Andrea

Irrigated areas drive irrigation water withdrawals

NATURE COMMUNICATIONS, 2021

Cerreia-Vioglio, Simone; Lindberg, Per Olov; Maccheroni, Fabio; Marinacci, Massimo; Rustichini, Aldo

A canon of probabilistic rationality

JOURNAL OF ECONOMIC THEORY, 2021

Bernheim, Douglas B.; Braghieri, Luca; Martinez-Marquina, Alejandro; Zuckerman, David

A theory of chosen preferences

THE AMERICAN ECONOMIC REVIEW, 2021

Hadji, Amine; Szabo, Botond

Can we trust Bayesian uncertainty quantification from Gaussian process priors with squared exponential covariance kernel?

SIAM/ASA JOURNAL ON UNCERTAINTY QUANTIFICATION, 2021

Van Erven, Tim; Szabo, Botond

Fast exact Bayesian inference for sparse signals in the normal sequence model

BAYESIAN ANALYSIS, 2021

Zanella, Giacomo; Roberts, Gareth

Multilevel linear models, Gibbs samplers and multigrid decompositions (with Discussion)

BAYESIAN ANALYSIS, 2021

Ambrosio, Luigi; Savare, Giuseppe

Duality properties of metric Sobolev spaces and capacity

MATHEMATICS IN ENGINEERING, 2021

Naldi, Emanuele; Savare', Giuseppe

Weak topology and Opial property in Wasserstein spaces, with applications to gradient flows and proximal point algorithms of geodesically convex functionals

ATTI DELLA ACCADEMIA NAZIONALE DEI LINCEI. RENDICONTI LINCEI. MATEMATICA E APPLICAZIONI, 2021

Catalano, Marta; Lijoi, Antonio; Pruenster, Igor

Measuring dependence in the Wasserstein distance for Bayesian nonparametric models

ANNALS OF STATISTICS, 2021

Marco Bonetti; Chiara Gigliarano; Ugofilippo Basellini

The Gini concentration index for the study of survival

Gini inequality index : methods and applications, 2021

Piero Poletti; Marcello Tirani; Danilo Cereda; Filippo Trentini; Giorgio Guzzetta; Valentina Marziano; Sabrina Buoro; Simona Riboli; Lucia Crottogini; Raffaella Piccarreta; Alessandra Piatti; Giacomo Grasselli; Alessia Melegaro; Maria Gramegna; Marco Ajelli; Stefano Merler

Age-specific SARS-CoV-2 infection fatality ratio and associated risk factors, Italy, February to April 2020

EUROSURVEILLANCE, 2020

Pierpaolo Battigalli; Roberto Corrao; Federico Sanna

Epistemic game theory without types structures: an application to psychological games

GAMES AND ECONOMIC BEHAVIOR, 2020

Aina Chiara.; Battigalli Pierpaolo; Gamba Astrid

Frustration and anger in the Ultimatum Game: an experiment

GAMES AND ECONOMIC BEHAVIOR, 2020

Pierpaolo Battigalli; Paolo Leonetti; Fabio Maccheroni

Behavioral equivalence of extensive game structures

GAMES AND ECONOMIC BEHAVIOR, 2020

Plischke, Elmar; Borgonovo, Emanuele

Fighting the curse of sparsity: probabilistic sensitivity measures from cumulative distribution functions

RISK ANALYSIS, 2020

Xuefei Lu; Alessandro Rudi; Emanuele Borgonovo; Lorenzo Rosasco

Faster kriging: facing high-dimensional simulators

OPERATIONS RESEARCH, 2020

Carlo Baldassi; Simone Cerreia Vioglio; Fabio Maccheroni; Massimo Marinacci; Marco Pirazzini

A behavioral characterization of the Drift Diffusion Model and its multi-alternative extension for choice under time pressure

MANAGEMENT SCIENCE, 2020

Simone Cerreia-Vioglio; David Dillenberger; Pietro Ortoleva

An explicit representation for disappointment aversion and other betweenness preferences

THEORETICAL ECONOMICS, 2020

Baldassi, Carlo; Pittorino, Fabrizio; Zecchina, Riccardo

Shaping the learning landscape in neural networks around wide flat minima

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2020

Legramanti, Sirio; Durante, Daniele; Dunson, David B

Bayesian cumulative shrinkage for infinite factorizations

BIOMETRIKA, 2020

Fortini Sandra; Petrone Sonia

Quasi‐Bayes properties of a procedure for sequential learning in mixture models

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY, 2020

Fukuda, Satoshi

Formalizing common belief with no underlying assumption on individual beliefs

GAMES AND ECONOMIC BEHAVIOR, 2020

Antonio Lijoi; Igor Prünster; Tommaso Rigon

Sampling hierarchies of discrete random structures

STATISTICS AND COMPUTING, 2020

Antonio Lijoi; Igor Pruenster; Tommaso Rigon

The Pitman-Yor multinomial process for mixture modelling

BIOMETRIKA, 2020

Rashid, Farzana; Fornaciari, Tommaso; Hovy, Dirk; Blanco, Eduardo; Vega-Redondo, Fernando

Helpful or hierarchical? Predicting the communicative strategies of chat participants, and their impact on success

Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Zanella Giacomo

Informed proposals for local MCMC in discrete spaces

JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 2020

Papaspiliopoulos, Omiros.; Roberts, Garteh O.; Zanella, Giacomo

Scalable inference for crossed random effects models

BIOMETRIKA, 2020

Battigalli Pierpaolo; Catonini Emilano; Lanzani Giacomo; Marinacci Massimo

Ambiguity attitudes and self-confirming equilibrium in sequential games

GAMES AND ECONOMIC BEHAVIOR, 2019

Pierpaolo Battigalli; Martin Dufwenberg; Alec Smith

Frustration, aggression, and anger in leader-follower games

GAMES AND ECONOMIC BEHAVIOR, 2019

Battigalli Pierpaolo; Francetich Alejandro; Lanzani Giacomo; Marinacci Massimo

Learning and self-confirming long-run biases

JOURNAL OF ECONOMIC THEORY, 2019

Cerreia-Vioglio, Simone; Dillenberger, Davis; Ortoleva, Pietro; Riella, Gil

Deliberately stochastic

THE AMERICAN ECONOMIC REVIEW, 2019

Baldassi, Carlo; Malatesta, Enrico M.; Zecchina, Riccardo

Properties of the geometry of solutions and capacity of multilayer neural networks with rectified linear unit activations

PHYSICAL REVIEW LETTERS, 2019

Rigon, Tommaso; Durante, Daniele; Torelli, Nicola

Bayesian semiparametric modelling of contraceptive behaviour in India via sequential logistic regressions

JOURNAL OF THE ROYAL STATISTICAL SOCIETY. SERIES A. STATISTICS IN SOCIETY, 2019

Vinicius Carrasco; William Fuchs; Satoshi Fukuda

From equals to despots: the dynamics of repeated decision making in partnerships with private information

JOURNAL OF ECONOMIC THEORY, 2019

Federico Camerlenghi; David B. Dunson; Antonio Lijoi; Abel Rodriguez; Igor Pruenster

Latent nested nonparametric priors (with discussion)

BAYESIAN ANALYSIS, 2019

Camerlenghi, Federico; Lijoi, Antonio; Orbanz, Peter; Pruenster, Igor

Distribution theory for hierarchical processes

ANNALS OF STATISTICS, 2019

Falk, Michael; Padoan, Simone A.; Wisheckel, Florian

Generalized Pareto copulas: a key to multivariate extremes

JOURNAL OF MULTIVARIATE ANALYSIS, 2019

Savare', Giuseppe; Mondino, Andrea; Ambrosio, Luigi

Nonlinear diffusion equations and curvature conditions in metric measure spaces

MEMOIRS OF THE AMERICAN MATHEMATICAL SOCIETY, 2019

Zanella Giacomo; Roberts, Gareth

Scalable importance tempering and Bayesian variable selection

JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B STATISTICAL METHODOLOGY, 2019

Lee, Anthony; Tiberi, Simone; Zanella, Giacomo

Unbiased approximations of products of expectations

BIOMETRIKA, 2019

Borgonovo, Emanuele; Cappelli, Veronica Roberta; Maccheroni, Fabio; Marinacci, Massimo

Risk analysis and decision theory: a bridge

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018

Antoniano-Villalobos, Isadora; Borgonovo, Emanuele; Siriwardena, Sumeda Nilamani

Which parameters are important? Differential importance under uncertainty

RISK ANALYSIS, 2018

Borgonovo, Emanuele; Buzzard, Greg; Wendell, Richard

A global tolerance approach to sensitivity analysis in linear programming

EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2018

Borgonovo, Emanuele; Cillo, Alessandra; Smith, Curtis L.

On the relationship between safety and decision significance

RISK ANALYSIS, 2018

Marinacci, Massimo; Severino, Federico

Weak time-derivatives and no-arbitrage pricing

FINANCE AND STOCHASTICS, 2018

Baldassi, Carlo; Gerace, Federica; Kappen, Hilbert J.; Lucibello, Carlo; Saglietti, Luca; Tartaglione, Enzo; Zecchina, Riccardo

Role of synaptic stochasticity in training low-precision neural networks

PHYSICAL REVIEW LETTERS, 2018

Durante, Daniele; Dunson, David B.

Bayesian inference and testing of group differences in brain networks

BAYESIAN ANALYSIS, 2018

Canale, Antonio; Durante, Daniele; Dunson, David B.

Convex mixture regression for quantitative risk assessment

BIOMETRICS, 2018

Schwarz, Dietmar; Kollo, Mihaly; Bosch, Arles.; Feinauer, Christoph Johann; Whiteley, Iya; Margrie, Troy W.; Cutforth, Tyler; Schaefer, Andreas T.

Architecture of a mammalian glomerular domain revealed by novel volume electroporation using nanoengineered microelectrodes

NATURE COMMUNICATIONS, 2018

Tangren Feng; Shaowei Ke

Social discounting and intergenerational Pareto

ECONOMETRICA, 2018

Lavenant Hugo; Claici Sebastian; Chien Edward; Solomon Justin

Dynamical optimal transport on discrete surfaces

ACM TRANSACTIONS ON GRAPHICS, 2018

Federico Camerlenghi; Antonio Lijoi; Igor Pruenster

Bayesian nonparametric inference beyond the Gibbs-type framework

SCANDINAVIAN JOURNAL OF STATISTICS, 2018

Camerlenghi, Federico; Lijoi, Antonio; Pruenster, Igor

Bayesian nonparametric inference beyond the Gibbs-type framework

SCANDINAVIAN JOURNAL OF STATISTICS, 2018

Guillou, Armelle; Padoan, Simone; Rizzelli, Stefano

Inference for asymptotically independent samples of extremes

JOURNAL OF MULTIVARIATE ANALYSIS, 2018

Minotti, Luca; Savaré, Giuseppe

Viscous corrections of the time incremental minimization scheme and Visco-Energetic solutions to rate-independent evolution problems

ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS, 2018

Savare', Giuseppe; Rossi, Riccarda; Mielke, Alexander

Global existence results for viscoplasticity at finite strain

ARCHIVE FOR RATIONAL MECHANICS AND ANALYSIS, 2018

Duernecker, Georg; Vega - Redondo, Fernando

Social networks and the process of globalization

REVIEW OF ECONOMIC STUDIES, 2018

Marangoni, Giacomo; Tavoni, Massimo; Bosetti, Valentina; Borgonovo, Emanuele; Capros, Pantelis; Fricko, Oliver; Gernaat, David E. H. J.; Guivarch, Celine; Havlik, Petr; Huppmann, Daniel; Johnson, Nils; Karkatsoulis, Panagiotis; Keppo, Ilkka; Krey, Volker; ó. Broin, Eoin; Price, James; Van Vuuren, Detlef P.