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Discrete error dynamics of mini-batch gradient descent for least squares regression arxiv.org/abs/2406.03696 .ML .OC .LG

Bayesian generalized method of moments applied to pseudo-observations in survival analysis arxiv.org/abs/2406.03821 .AP .ME

Small area estimation with generalized random forests: Estimating poverty rates in Mexico arxiv.org/abs/2406.03861 .ME

Symmetric Kernels with Non-Symmetric Data: A Data-Agnostic Learnability Bound arxiv.org/abs/2406.02663 -mat.dis-nn .ML .LG

Sampling From Multiscale Densities With Delayed Rejection Generalized Hamiltonian Monte Carlo arxiv.org/abs/2406.02741 .CO

Bayesian Statistics: A Review and a Reminder for the Practicing Reliability Engineer arxiv.org/abs/2406.02751 .ME

Precise asymptotics of reweighted least-squares algorithms for linear diagonal networks arxiv.org/abs/2406.02769 .ML .LG

PriME: Privacy-aware Membership profile Estimation in networks arxiv.org/abs/2406.02794 .ME .ST .TH .SI

Asymptotic properties of parameter estimators in Vasicek model driven by tempered fractional Brownian motion arxiv.org/abs/2406.02800 .ST .PR .TH

Distributional bias compromises leave-one-out cross-validation arxiv.org/abs/2406.01652 -bio.QM .ME .LG

An efficient Wasserstein-distance approach for reconstructing jump-diffusion processes using parameterized neural networks arxiv.org/abs/2406.01653 .ML .PR .AP .ME .LG

An efficient solution to Hidden Markov Models on trees with coupled branches arxiv.org/abs/2406.01663 -bio.QM .ML .SP .ME .LG

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