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Statistical Inference For Noisy Matrix Completion Incorporating Auxiliary Information arxiv.org/abs/2403.14899 .ME .ML

Analysis of Log Data from an International Online Educational Assessment System: A Multi-state Survival Modeling Approach to Reaction Time between and across Action Sequence arxiv.org/abs/2403.14908 .AP

Analysing heavy-tail properties of Stochastic Gradient Descent by means of Stochastic Recurrence Equations arxiv.org/abs/2403.13868 .ML .OC .PR .ST .TH .LG

Enhanced Cauchy Schwarz inequality and some of its statistical applications arxiv.org/abs/2403.13964 .ST .TH

Large parameter asymptotic analysis for homogeneous normalized random measures with independent increments arxiv.org/abs/2403.14032 .ST .TH

Statistical tests for comparing the associations of multiple exposures with a common outcome in Cox proportional hazard models arxiv.org/abs/2403.14044 .ME .AP

Learning causal graphs using variable grouping according to ancestral relationship arxiv.org/abs/2403.14125 .ML .LG

Generalized Rosenbaum Bounds Sensitivity Analysis for Matched Observational Studies with Treatment Doses: Sufficiency, Consistency, and Efficiency arxiv.org/abs/2403.14152 .ME .ST .TH

Posterior concentrations of fully-connected Bayesian neural networks with general priors on the weights arxiv.org/abs/2403.14225 .ML .LG

Recovering Latent Confounders from High-dimensional Proxy Variables arxiv.org/abs/2403.14228 .ML .LG

kDGLM: a R package for Bayesian analysis of Generalized Dynamic Linear Models arxiv.org/abs/2403.13069 .ME .CO

Parameter Estimation from Single Patient, Single Time-Point Sequencing Data of Recurrent Tumors arxiv.org/abs/2403.13081 -bio.PE .AP .PR

Optimal Flow Matching: Learning Straight Trajectories in Just One Step arxiv.org/abs/2403.13117 .ML .LG

Modal Analysis of Spatiotemporal Data via Multivariate Gaussian Process Regression arxiv.org/abs/2403.13118 .ME .DS .SP .ML .LG

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