Topical Advisory Panel for section 'Information Theory, Probability and Statistics'
- Thermodynamics Section
- Statistical Physics Section
- Information Theory, Probability and Statistics Section
- Quantum Information Section
- Multidisciplinary Applications Section
- Complexity Section
- Entropy and Biology Section
- Signal and Data Analysis Section
- Astrophysics, Cosmology, and Black Holes Section
- Time Section
- Entropy Reviews Section
- Non-equilibrium Phenomena Section
Please see the section webpage for more information on this section.
Members
Seminar for Statistics, ETH Zurich, 8092 Zürich, Switzerland
Interests: asymptotic theory; empirical processes; mixture models; semi-parametric models; nonparametric estimation; shape-constrained estimation; splines
Interests: asymptotic theory; empirical processes; mixture models; semi-parametric models; nonparametric estimation; shape-constrained estimation; splines
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
Interests: algebraic topology; information theory; machine learning; statistical physics; information decompositions; multivariate mutual information
Department of Statistics, Federal University of Rio Grande do Norte, Natal 59078-970, RN, 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
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
Laboratoire de Probabilités, Statistique et Modélisation (LPSM), Sorbonne Université, Paris, France
Interests: statistical divergences; extreme values; mathematical statistics
Special Issues, Collections and Topics in MDPI journals
Interests: statistical divergences; extreme values; mathematical statistics
Special Issues, Collections and Topics in MDPI journals
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
Interests: information theory; satellite and terrestrial communications; multimedia streaming; UAV and robotic communications; machine learning
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
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
Applied Mathematics and Computer Science Unit, INRAE, Paris, France
Interests: network modeling; stochastic algorithm; bayesian inference; application to life sciences and ecology
Interests: network modeling; stochastic algorithm; bayesian inference; application to life sciences and ecology
Computer Systems Department, Jožef Stefan Institute, SI-1000 Ljubljana, Slovenia
Interests: statistical data analysis; natural language processing; machine learning; information theory
Interests: statistical data analysis; natural language processing; machine learning; information theory
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
Interests: foundations of statistical inference; measuring statistical evidence; eliciting and checking priors; measuring and controlling bias
Department of Statistics, University of California, Riverside, Riverside, CA 92521, USA
Interests: Markov Chain Monte Carlo; Monte Carlo methods; computational statistics
Interests: Markov Chain Monte Carlo; Monte Carlo methods; computational statistics
1. Area of Methods & Algorithms for Artificial Intelligence, Know-Center GmbH, 8010 Graz, Austria
2. Signal Processing and Speech Communication Laboratory, Graz University of Technology, 8010 Graz, Austria
Interests: information-theoretic model reduction; information bottleneck theory of deep learning; information-theoretic analysis of machine learning systems; theory-inspired machine learning
Special Issues, Collections and Topics in MDPI journals
2. Signal Processing and Speech Communication Laboratory, Graz University of Technology, 8010 Graz, Austria
Interests: information-theoretic model reduction; information bottleneck theory of deep learning; information-theoretic analysis of machine learning systems; theory-inspired machine learning
Special Issues, Collections and Topics in MDPI journals
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
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
Department of Economics and Finance, University of Rome "Tor Vergata", Via Columbia 2, 00133 Rome, Italy
Interests: information geometry; uncertainty principle
Interests: information geometry; uncertainty principle
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
Interests: statistical signal processing; time series; model selection; graphical models; dictionary learning; data compression
Special Issues, Collections and Topics in MDPI journals
Institute for International Strategy, Tokyo International University, Saitama 350-1197, Japan
Interests: cybersecurity; data privacy; applied cryptography; signal processing; randomization
Special Issues, Collections and Topics in MDPI journals
Interests: cybersecurity; data privacy; applied cryptography; signal processing; randomization
Special Issues, Collections and Topics in MDPI journals
Department of Mathematics, Imperial College London, London SW7 2AZ, UK
Interests: machine learning; statistical learning theory; dynamical systems; control theory
Interests: machine learning; statistical learning theory; dynamical systems; control theory
Department of Electrical and Computer Engineering faculty, Brigham Young University, Provo, UT 84602, USA
Interests: physical-layer security; information theory; probability and statistics; sports analytics; machine learning; digital telecommunications
Special Issues, Collections and Topics in MDPI journals
Interests: physical-layer security; information theory; probability and statistics; sports analytics; machine learning; digital telecommunications
Special Issues, Collections and Topics in MDPI journals
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
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
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
Interests: evolutionary computation; machine learning; performance optimization; information systems; computational intelligence
School of Electrical Engineering, University of Belgrade, Belgrade 11000, Serbia
Interests: information theory; error control coding; wireless communications theory; beyond-5G mobile networks; Low-Earth-Orbit satellite networks
Special Issues, Collections and Topics in MDPI journals
Interests: information theory; error control coding; wireless communications theory; beyond-5G mobile networks; Low-Earth-Orbit satellite networks
Special Issues, Collections and Topics in MDPI journals
School of Science, RMIT University, Melbourne, VIC 3000, Australia
Interests: adaptive signal processing; statistical signal processing and signal characterisation; intersection of signal processing and machine learning; multichannel and multimodal signal data; biomedical and neural applications
Interests: adaptive signal processing; statistical signal processing and signal characterisation; intersection of signal processing and machine learning; multichannel and multimodal signal data; biomedical and neural applications
Computer Science and Engineering, Konkuk University, 120 Neungdong-ro, Gwangjin-gu, Seoul 05029, Korea
Interests: natural language processing; question-answering; relation extraction; dialogue system
Interests: natural language processing; question-answering; relation extraction; dialogue system
Department of Applied Statistics, Konkuk University, Seoul 05029, Korea
Interests: statistical modeling related to Skewed distributions and development of Skewed distributions; distributional theory with application to spatial statistics and time series analysis; circular statistics; spatial statistics and environmental statistics
Interests: statistical modeling related to Skewed distributions and development of Skewed distributions; distributional theory with application to spatial statistics and time series analysis; circular statistics; spatial statistics and environmental statistics
Professorship of Continuum Mechanics, Technische Universität München - Technical University of Munich, Boltzmannstrasse 15, D-85748 Garching, Germany
Interests: uncertainty quantification; probabilistic modeling; coarse-graining
Interests: uncertainty quantification; probabilistic modeling; coarse-graining
Department of Mechanical Engineering and Department of Industrial & Systems Engineering, University of Minnesota, Minneapolis, MN 55455, USA
Interests: entropy and information measures; measurement theory; summary statistics
Interests: entropy and information measures; measurement theory; summary statistics
Department of Information Engineering, University of Padova, 35131 Padova, Italy
Interests: information theoretic security; unconditional security; quantum cryptography; physical layer security; global navigation satellite systems
Interests: information theoretic security; unconditional security; quantum cryptography; physical layer security; global navigation satellite systems
Dipartimento di Biologia, Università di Napoli Federico II, 80126 Naples, 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
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
1. Departamento de Física Aplicada II, Universidad de Sevilla, 41012 Sevilla, Spain
2. Instituto Carlos I de Física Teórica y Computacional, Universidad de Sevilla, 41012 Sevilla, Spain
Interests: information theory of quantum systems; entropies, complexities, and divergence measures; atomic and molecular systems; quantum entanglement; mutual information; quantum similarity
Special Issues, Collections and Topics in MDPI journals
2. Instituto Carlos I de Física Teórica y Computacional, Universidad de Sevilla, 41012 Sevilla, Spain
Interests: information theory of quantum systems; entropies, complexities, and divergence measures; atomic and molecular systems; quantum entanglement; mutual information; quantum similarity
Special Issues, Collections and Topics in MDPI journals
Department of Computer Science, Purdue University, West Lafayette, IN 47907, USA
Interests: cryptography
Special Issues, Collections and Topics in MDPI journals
Interests: cryptography
Special Issues, Collections and Topics in MDPI journals
W. M. Keck Science Department of Pitzer, Scripps, and Claremont McKenna College, Claremont, CA 91711, USA
Interests: information theory; biophysics; machine learning
Special Issues, Collections and Topics in MDPI journals
Interests: information theory; biophysics; machine learning
Special Issues, Collections and Topics in MDPI journals
