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nonparametric and high-dimensional statistics, shape constrained statistical estimation, empirical processes, statistical information theory

information theory, probability, data compression, communications, computer science

data science, statistics, machine learning

mathematical statistics, applied probability, statistical learning theory

integrable probability, random matrices, asymptotic representation theory, 2d statistical mechanics, interacting particle systems, high-dimensional statistics

probability theory, statistical mechanics

statistics, machine learning, semiparametric models, asymptotic theory, hidden Markov models, applications to molecular biology

large random combinatorial structures, random matrices, superprocesses & other measure-valued processes, probability on algebraic structures -particularly local fields, applications of stochastic processes to biodemography, mathematical finance, population genetics, phylogenetics & historical linguistics

algorithms, applied probability, statistics, random walks, Markov chains, computational applications of randomness, Markov chain Monte Carlo, statistical physics, combinatorial optimization

statistical and sparse signal processing, adversarial and distributed machine learning, coded computing, privacy and security, scalable distributed video-on-demand delivery, coding theory, communications, information theory, peer-to-peer networking, blockchains

phase transitions in computer science, structural and dynamical properties of networks, graphons, machine learning, ethical decision making, climate change

measurement, psychometrics, assessment, development of assessment resources, assessment systems