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Isotonic regression with unknown permutations: Statistics, computation, and adaptation

• Authors : Pananjady, Ashwin; Samworth, Richard J.

Subjects: Mathematics - Statistics Theory; Computer Science - Information Theory; Computer Science - Machine Learning

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Integral Privacy Compliant Statistics Computation

• Authors : Senavirathne, Navoda; Torra, Vicenç

Subjects: Descriptive statistics; Privacy-preserving statistics; Privacy-preseving data analysis

• Source: Data Privacy Management, Cryptocurrencies and Blockchain Technology Lecture Notes in Computer Science. :22-38

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The influence of numerical noises on statistics computation of chaotic dynamic systems

• Authors : Li, Xiaoming; Liao, Shijun

Subjects: Nonlinear Sciences - Chaotic Dynamics

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Parallel computations for Metropolis Markov chains with Picard maps

• Authors : Grazzi, Sebastiano; Zanella, Giacomo

Subjects: Statistics - Computation; Statistics - Methodology; 60J22, 65C05

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A new hierarchical distribution on arbitrary sparse precision matrices

• Authors : Mastrantonio, Gianluca; Di Loro, Pierfrancesco Alaimo; Mingione, Marco

Subjects: Statistics - Methodology; Statistics - Computation

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Variational inference for steady-state BVARs

• Authors : Gustafsson, Oskar; Villani, Mattias

Subjects: Statistics - Computation

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Massive parallelization of projection-based depths

• Authors : Leone, Leonardo; Mozharovskyi, Pavlo; Bounie, David

Subjects: Statistics - Computation; Mathematics - Optimization and Control

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A Neuronal Model at the Edge of Criticality: An Ising-Inspired Approach to Brain Dynamics

• Authors : Sarmastani, Sajedeh; Ghodrat, Maliheh; Jamali, Yousef

Subjects: Quantitative Biology - Neurons and Cognition; Condensed Matter - Soft Condensed Matter; Statistics - Computation

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Linear Discriminant Analysis with Gradient Optimization on Covariance Inverse

• Authors : Shen, Cencheng; Dong, Yuexiao

Subjects: Statistics - Computation; Statistics - Machine Learning

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Efficient Mirror-type Kernels for the Metropolis-Hastings Algorithm

• Authors : Guan, Nuo; Jiao, Xiyun

Subjects: Statistics - Computation

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