Concepedia

Dimitrios Milios

DM

5

Publications

143

Citations

5

H-Index

2016

Active since

Affiliations

University of Edinburgh(Current)

Istituto di Scienza e Tecnologie dell'Informazione "Alessandro Faedo"

Saarland University

University of Trieste

Dimitrios Milios is an author at University of Edinburgh specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningManagementUncertainty QuantificationStatisticsKnowledge DiscoveryPattern RecognitionSupervised Learning

Publications per year

2016–2020

5

Publications

5

Smoothed model checking for uncertain Continuous-Time Markov Chains

Luca Bortolussi, Dimitrios Milios, Guido Sanguinetti · Information and Computation · 2016 · 74 citations · Full text

Stochastic Hybrid System, Engineering, Uncertainty Quantification +5

All You Need is a Good Functional Prior for Bayesian Deep Learning

Ba-Hien Tran, Simone Rossi, Dimitrios Milios et al. · arXiv (Cornell University) · 2020 · 23 citations · Full text

Artificial Intelligence, Bayesian Statistic, Engineering +17

Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification

Dimitrios Milios, Raffaello Camoriano, Pietro Michiardi et al. · arXiv (Cornell University) · 2018 · 20 citations · Full text

Engineering, Machine Learning, Classification Labels +16

Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification

Dimitrios Milios, Raffaello Camoriano, Pietro Michiardi et al. · Graduate School and Research Center in Digital Science (EURECOM) · 2018 · 16 citations · Full text

Engineering, Machine Learning, Classification Labels +16

Policy learning in continuous-time Markov decision processes using Gaussian Processes

Ezio Bartocci, Luca Bortolussi, Tomǎš Brázdil et al. · Performance Evaluation · 2017 · 10 citations · Full text

Bayesian Decision Theory, Engineering, Machine Learning +9

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