Browsing by Author "Mukherjee, S"
Now showing items 1-7 of 7
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A Cheeger-type inequality on simplicial complexes
(ADVANCES IN APPLIED MATHEMATICS, 2014-05) -
Citizen Science as a New Tool in Dog Cognition Research.
(PLoS One, 2015)Family dogs and dog owners offer a potentially powerful way to conduct citizen science to answer questions about animal behavior that are difficult to answer with more conventional approaches. Here we evaluate the quality ... -
CONSISTENCY OF MAXIMUM LIKELIHOOD ESTIMATION FOR SOME DYNAMICAL SYSTEMS
(ANNALS OF STATISTICS, 2015-02) -
Fréchet Means for Distributions of Persistence Diagrams
(Discrete & Computational Geometry, 2014) -
Learning gradients on manifolds
(BERNOULLI, 2010-02) -
Learning gradients: Predictive models that infer geometry and statistical dependence
(Journal of Machine Learning Research, 2010-08-01)The problems of dimension reduction and inference of statistical dependence are addressed by the modeling framework of learning gradients. The models we propose hold for Euclidean spaces as well as the manifold setting. ...
