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A Proximal Distance Algorithm for Likelihood-Based Sparse Covariance Estimation. (arXiv:2109.04497v1 [stat.ME]) arxiv.org/abs/2109.04497

Ergodic Limits, Relaxations, and Geometric Properties of Random Walk Node Embeddings. (arXiv:2109.04526v1 [stat.ML]) arxiv.org/abs/2109.04526

Supervising the Decoder of Variational Autoencoders to Improve Scientific Utility. (arXiv:2109.04561v1 [stat.ML]) arxiv.org/abs/2109.04561

Differential Privacy in Personalized Pricing with Nonparametric Demand Models. (arXiv:2109.04615v1 [stat.ML]) arxiv.org/abs/2109.04615

A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy. (arXiv:2109.04626v1 [cs.LG]) arxiv.org/abs/2109.04626

Projected State-action Balancing Weights for Offline Reinforcement Learning. (arXiv:2109.04640v1 [cs.LG]) arxiv.org/abs/2109.04640

Principal component analysis for high-dimensional compositional data. (arXiv:2109.04657v1 [stat.ME]) arxiv.org/abs/2109.04657

Interaction Models and Generalized Score Matching for Compositional Data. (arXiv:2109.04671v1 [stat.ME]) arxiv.org/abs/2109.04671

Mean-Square Analysis with An Application to Optimal Dimension Dependence of Langevin Monte Carlo. (arXiv:2109.03839v1 [cs.LG]) arxiv.org/abs/2109.03839

On a quantile autoregressive conditional duration model applied to high-frequency financial data. (arXiv:2109.03844v1 [stat.ME]) arxiv.org/abs/2109.03844

Simplifying small area estimation with rFIA: a demonstration of tools and techniques. (arXiv:2109.03863v1 [stat.AP]) arxiv.org/abs/2109.03863

Learning the hypotheses space from data through a U-curve algorithm: a statistically consistent complexity regularizer for Model Selection. (arXiv:2109.03866v1 [stat.ML]) arxiv.org/abs/2109.03866

LSB: Local Self-Balancing MCMC in Discrete Spaces. (arXiv:2109.03867v1 [cs.AI]) arxiv.org/abs/2109.03867

Estimation for recurrent events through conditional estimating equations. (arXiv:2109.03932v1 [stat.AP]) arxiv.org/abs/2109.03932

Sharp regret bounds for empirical Bayes and compound decision problems. (arXiv:2109.03943v1 [math.ST]) arxiv.org/abs/2109.03943

Differentially private methods for managing model uncertainty in linear regression models. (arXiv:2109.03949v1 [stat.ME]) arxiv.org/abs/2109.03949

Popularity Adjusted Block Models are Generalized Random Dot Product Graphs. (arXiv:2109.04010v1 [stat.ML]) arxiv.org/abs/2109.04010

Application of the Singular Spectrum Analysis on electroluminescence images of thin-film photovoltaic modules. (arXiv:2109.04048v1 [cs.CV]) arxiv.org/abs/2109.04048

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