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Found 5 papers, 1 papers with code
MMD Aggregated Two-Sample Test
In practice, this parameter is unknown and, hence, the optimal MMD test with this particular kernel cannot be used.
Minimax optimal goodness-of-fit testing for densities and multinomials under a local differential privacy constraint
To the best of our knowledge, we provide the first minimax optimal test and associated private transformation under a local differential privacy constraint over Besov balls in the continuous setting, quantifying the price to pay for data privacy.
Wikistat 2.0: Educational Resources for Artificial Intelligence
Big data, data science, deep learning, artificial intelligence are the key words of intense hype related with a job market in full evolution, that impose to adapt the contents of our university professional trainings.
Multiple testing for outlier detection in functional data
We propose a novel procedure for outlier detection in functional data, in a semi-supervised framework.
Adaptive goodness-of-fit tests in a density model
We introduce a multiple testing procedure based on an estimation of the $\mathbb{L}_2$-distance between $f$ and $f_0$ or between $f$ and the parametric family that we consider.
Statistics Theory Statistics Theory 62G10 (Primary) 62G20 (Secondary)
