Birs- 17w5070: Distributed Data for Dynamics and Manifolds

  1. Title:
    From Brain to Hand to Statistics with Dynamic Smoothing

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    Heat kernel smoothing, hot spots conjecture and Fiedler vector

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  3. Title:
    Estimating Time-Varying Networks

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    TBD

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  5. Title:
    Directional Outlyingness for Multivariate Functional Data

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  6. Title:
    Total Variation Depth for Functional Data

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  7. Title:
    Robust Depth-based Estimation of the Functional Autoregressive Model

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    Geometric Functional Data Analysis

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  9. Title:
    Functional Regression on Manifold with Contamination

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  10. Title:
    Looking for the limits to particle-filter based inference

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  11. Title:
    Particle Gibbs with Ancestor Sampling for Bayesian Phylogenetics

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  12. Title:
    Do True Metabolic Pathway Models Exist?

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  13. Title:
    Fitting a Stochastic Model to Eye Movement Time Series in a Categorization Task

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  14. Title:
    Diffusing Particles and Surfaces Interacting in Cells

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  15. Title:
    Sparse Functional Additive Models

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  16. Title:
    Multivariate Splines and their Applications

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    TBD

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  18. Title:
    A time-dependent PDE regularization to model functional data defined over spatio-temporal domains

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  19. Title:
    Non-parametric multi-aspect local null hypothesis testing for functional data

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  20. Title:
    Supervised functional principal component analysis

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