Journal Topical Advisory Panel

Section Topical Advisory Panel Members for 'Information Theory, Probability and Statistics' (66)

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

Prof. Dr. Fadoua Balabdaoui
Website
Seminar for Statistics, ETH Zurich, 8092 Zürich, Switzerland
Interests: asymptotic theory; empirical processes; mixture models; semi-parametric models; nonparametric estimation; shape-constrained estimation; splines
Dr. Pierre Baudot
Website
Median Technologies, Les Deux Arcs, 1800 Route des Crêtes Batiment B, 06560 Valbonne, France
Interests: algebraic topology; information theory; machine learning; statistical physics; information decompositions; multivariate mutual information
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
Special Issues, Collections and Topics in MDPI journals
Prof. Dr. Michal Branicki
Website
1. School of Mathematics, The University of Edinburgh, Edinburgh, UK
2. The Alan Turing Institute for Data Science, London, UK
Interests: uncertainty quantification in dynamical systems; information theory and information geometry; mathematical foundations of machine/deep learning; stochastic analysis and stochastic filtering/data assimilation
Special Issues, Collections and Topics in MDPI journals
Dr. Michel Broniatowski
Website
Laboratoire de Probabilités, Statistique et Modélisation (LPSM), Sorbonne Université, Paris, France
Interests: statistical divergences; extreme values; mathematical statistics
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. Ruben Coen-Cagli
Website
1. Department of Systems and Computational Biology, Albert Einstein College of Medicine, Bronx, NY, USA
2. Dominick Purpura Department of Neuroscience, Albert Einstein College of Medicine, Bronx, NY, USA
Interests: neural coding and perception of natural images; perceptual variability and uncertainty; neural variability and sensory information; image segmentation; AI.
Dr. Maria Luisa Dalla Chiara

Dipartimento di Lettere e Filosofia, University of Florence, Via della Pergola 60, 50121 Florence, Italy
Interests: logics of quantum information; semantics if music
Prof. Dr. Bryan Daniels
Website
ASU–SFI Center for Biosocial Complex Systems, School of Complex Adaptive Systems, College of Global Futures, Arizona State University, Tempe, AZ 85287, USA
Interests: collective behavior; statistical physics; statistical inference; model selection; information theory
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. 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. Tome Eftimov
Website
Computer Systems Department, Jožef Stefan Institute, SI-1000 Ljubljana, Slovenia
Interests: statistical data analysis; natural language processing; machine learning; information theory
Prof. Dr. Michael Evans
Website
Department of Statistics, University of Toronto, Toronto, Ont. M5S 3G3, Canada
Interests: foundations of statistical inference; measuring statistical evidence; eliciting and checking priors; measuring and controlling bias
Dr. James M. Flegal
Website
Department of Statistics, University of California, Riverside, Riverside, CA 92521, USA
Interests: Markov Chain Monte Carlo; Monte Carlo methods; computational statistics
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
Dr. Fakhreddine Ghaffari
Website
ETISUMR 8051, CY Cergy Paris Université, ENSEA, CNRS, F-95000 Cergy, France
Interests: FPGA reliability; design of hardware LDPC decoder/encoder; transient faults; models of faults; faults injection/detection/correction/tolerance; critical bits; hostile environment; reliability of on-chip memory; BRAM; SRAM-based FPGA; ASIC; EEG for BCI; real time operating system; critical systems; embedded systems; real time systems; dedicated architecture; design of system-on-chip
Dr. Paolo Gibilisco
Website
Department of Economics and Finance, University of Rome "Tor Vergata", Via Columbia 2, 00133 Rome, Italy
Interests: information geometry; uncertainty principle
Dr. Ciprian Doru Giurcaneanu
Website
Department of Statistics, University of Auckland, Auckland 1142, New Zealand
Interests: statistical signal processing; time series; model selection; graphical models; dictionary learning; data compression
Special Issues, Collections and Topics in MDPI journals
Dr. Onur Günlü
Website
Information Theory and Applications Chair, Technical University of Berlin, 10623 Berlin, Germany
Interests: information theoretic privacy; coding theory; federated learning with differential privacy guarantees; statistical signal processing for biometrics and physical unclonable functions; doubly-exponential identification via channels; information bottleneck method; multi-party multi-function computations; randomized algorithms; secure THz wireless communications; physical layer security
Special Issues, Collections and Topics in MDPI journals
Dr. Rafik Hamza
Website
National Institute of Information and Communications Technology, Tokyo 184-8795, Japan
Interests: information security; image and video processing; medical image analysis; chaos theory; lightweight cryptography applications
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