Journal Topical Advisory Panel

Section Topical Advisory Panel Members for 'Information Theory, Probability and Statistics' (19)

Please see the section webpage for more information on this section.

Dr. Ali Asghar Heidari
Website
Exceptionally Talented Research Intern, School of Computing, National University of Singapore, Computing Drive, Singapore 117417, Singapore
Interests: evolutionary computation; machine learning; performance optimization; information systems; computational intelligence
Dr. Ke Sun
Website
Data61, CSIRO, 5/13 Garden St, Eveleigh NSW 2015, Australia
Interests: machine learning; information geometry
Dr. Shujian Yu
Website
Machine Learning Research Scientist, NEC Labs Europe, 69115 Heidelberg, Germany
Interests: machine learning; information theory; signal processing
Dr. Marcelo Bourguignon
Website
Departamento de Estatística, Universidade Federal do Rio Grande do Norte, Natal, Brazil
Interests: statistical analysis; data analysis; statistics; statistical modeling; probability; simulation; applied statistics; econometric analysis; Applied Mathematics; modeling and simulation
Prof. Dr. Laura Ventura
Website
Department of Statistical Sciences, Padua University, Padua, Italy
Interests: likelihood-based inference; Bayesian inference; pseudo-likelihood functions; higher-order asymptotics; estimating functions; robustness; and biomedical applications
Dr. Didier G Leibovici
Website
School of Mathematics & Statistics, University of Sheffield, Sheffield, UK
Interests: spatial analysis; geo-computational data analytics; scientific workflow modelling; spatial data quality; statistical machine learning; clustering
Special Issues, Collections and Topics in MDPI journals
Dr. Giuseppe Cocco
Website
Department of Information and Communication Technologies, Universitat Pompeu Fabra, 08002 Barcelona, Spain
Interests: information theory; satellite and terrestrial communications; multimedia streaming; UAV and robotic communications; machine learning
Special Issues, Collections and Topics in MDPI journals
Dr. Sophie Donnet
Website
Applied Mathematics and Computer Science Unit, INRAE, Paris, France
Interests: network modeling; stochastic algorithm; bayesian inference; application to life sciences and ecology
Dr. James M. Flegal
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Department of Statistics, University of California, Riverside, Riverside, CA 92521, USA
Interests: Markov Chain Monte Carlo; Monte Carlo methods; computational statistics
Dr. Joseph J. Yame
Website
CRAN, Université de Lorraine, 7039, F-54500 Vandoeuvre Les Nancy, France
Interests: mathematical system theory; sampled-data systems; fault detection
Special Issues, Collections and Topics in MDPI journals
Dr. Fabio Stella
Website
Department of Informatics, Systems and Communication, University of Milan-Bicocca, Building U14, Room 2046, Viale Sarca 336, 20126 Milan, Italy
Interests: data science; artificial intelligence; machine learning; Bayesian networks; causal networks
Dr. Łukasz Dębowski

Institute of Computer Science, Polish Academy of Sciences, ul. Jana Kazimierza 5, 01-248 Warszawa, Poland
Interests: information theory; natural language; ergodic theorems; hidden Markov process; long-range dependence; universal coding; Renyi entropies; recurrence times; subword complexity; repetitions; Kolmogorov complexity; algorithmic randomness
Special Issues, Collections and Topics in MDPI journals
Dr. Farouk Nathoo
Website
Department of Mathematics and Statistics, University of Victoria, Victoria, BC V8W 3P4, Canada
Interests: Bayesian methods; statistical computing; spatial statistics; high-dimensional data; statistical modeling; neuroimaging statistics
Special Issues, Collections and Topics in MDPI journals
Dr. Pierre Alquier
Website
Center for Advanced Intelligence Project (AIP), RIKEN, Tokyo 103-0027, Japan
Interests: statistical learning theory; mathematical statistics; Bayesian statistics; aggregation of estimators; approximate posterior inference
Special Issues, Collections and Topics in MDPI journals
Dr. Bernhard C. Geiger
Website
Know-Center GmbH, Graz, Styria, Austria
Interests: information theory for machine learning and signal processing; information–theoretic model reduction; stochastic processes
Special Issues, Collections and Topics in MDPI journals
Prof. Dr. Maria Longobardi
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Dipartimento di Biologia, Università di Napoli Federico II, 80126 Napoli NA, Italy
Interests: stochastic orders; reliability theory; measures of discrimination (in particular entropy, extropies, inaccuracy, Kullback-Leibler); coherent systems; inference
Special Issues, Collections and Topics in MDPI journals
Prof. Dr. Carsten Hartmann
Website
Institute of Mathematics, Brandenburgische Technische Universität Cottbus-Senftenberg, Konrad-Wachsmann-Allee 1, 03046 Cottbus, Germany
Interests: statistical inference; rare events; large deviations; stochastic control; nonequilibrium statistical mechanics; multiscale methods; diffusion in confined geometries
Special Issues, Collections and Topics in MDPI journals
Dr. Javier Parra-Arnau
Website
Faculty of Computer Science, Karlsruhe Institute of Technology, 76131 Karlsruhe, Germany
Interests: data privacy; database anonymization; differential privacy; privacy-enhancing technologies
Special Issues, Collections and Topics in MDPI journals
Dr. Qichun Zhang
Website
Department of Computer Science, University of Bradford, Bradford BD7 1DP, UK
Interests: stochastic systems; control systems; non-gaussian systems; entropy optimisation; stochastic distribution control; probabilistic decoupling; performance enhancement; non-gaussian filtering; data-driven design and optimisation; computational neuroscience; brain-computer interface
Special Issues, Collections and Topics in MDPI journals
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