Fields- Workshop on Geometric Topological and Graphical Model Methods in Statististics

  1. Title:
    Circular Scale Spaces and Mode Persistence for Measuring Early Stem Cell Differentiation

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  2. Title:
    Robust and scalable Bayes via the median posterior

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  3. Title:
    Goodness-of-fit test for Noisy Directional Data

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  4. Title:
    Different Kinds of Estimators of the mean density of random closed sets: Theoretical Results and Numerical experiments

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  5. Title:
    On the minimum number of observations that guarantees the existence of MLE for Gaussian graphical models

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  6. Title:
    The maximum likelihood threshold of a graph

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  7. Title:
    Estimation in High-Dimensional Vector Autoregressive Models

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  8. Title:
    Learning Subspaces of Different Dimension

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  9. Title:
    Beyond Mode Hunting

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  10. Title:
    Bayesian estimation of sparse precision matrices

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  11. Title:
    Data Analysis on Manifolds

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  12. Title:
    On Genetic Determinants of Facial Shape Variation

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  13. Title:
    Constrained Dirichlet-Multinomial Mixture Models for Human Microbiome Analysis

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  14. Title:
    TBA

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  15. Title:
    Statistical topological data analysis using persistence landscapes

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