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Meta-Principled Family of Hyperparameter Scaling Strategies. (arXiv:2210.04909v1 [cs.LG])

Reaching Goals is Hard: Settling the Sample Complexity of the Stochastic Shortest Path. (arXiv:2210.04946v1 [cs.LG])

Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting. (arXiv:2210.04958v1 [cs.LG])

Simulation studies to compare bayesian wavelet shrinkage methods in aggregated functional data. (arXiv:2210.04966v1 [stat.ME])

Function-space regularized R\'enyi divergences. (arXiv:2210.04974v1 [stat.ML])

Hierarchical Bayes estimation of small area proportions using statistical linkage of disparate data sources. (arXiv:2210.04980v1 [stat.ME])

Sampling-based inference for large linear models, with application to linearised Laplace. (arXiv:2210.04994v1 [stat.ML])

Testing unit root non-stationarity in the presence of missing data in univariate time series of mobile health studies. (arXiv:2210.04998v1 [stat.ME])

Generalized Optimality Guarantees for Solving Continuous Observation POMDPs through Particle Belief MDP Approximation. (arXiv:2210.05015v1 [cs.AI])

The good, the bad and the ugly sides of data augmentation: An implicit spectral regularization perspective. (arXiv:2210.05021v1 [cs.LG])

The Asymmetric Maximum Margin Bias of Quasi-Homogeneous Neural Networks. (arXiv:2210.03820v1 [cs.LG])

An Analysis of the Effects of Decoding Algorithms on Fairness in Open-Ended Language Generation. (arXiv:2210.03826v1 [cs.CL])

Spectrally-Corrected and Regularized Linear Discriminant Analysis for Spiked Covariance Model. (arXiv:2210.03859v1 [stat.ML])

TAME: Task Agnostic Continual Learning using Multiple Experts. (arXiv:2210.03869v1 [cs.LG])

Matching Estimators of Causal Effects in Clustered Observational Studies with Application to Quantifying the Impact of Marine Protected Areas on Biodiversity. (arXiv:2210.03890v1 [stat.ME])

ViewFool: Evaluating the Robustness of Visual Recognition to Adversarial Viewpoints. (arXiv:2210.03895v1 [cs.CV])

Empirical Bayesian Selection for Value Maximization. (arXiv:2210.03905v1 [stat.ME])

Spatial predictions on physically constrained domains: Applications to Arctic sea salinity data. (arXiv:2210.03913v1 [stat.AP])

Inverse set estimation and inversion of simultaneous confidence intervals. (arXiv:2210.03933v1 [stat.ME])

An Efficient and Continuous Voronoi Density Estimator. (arXiv:2210.03964v1 [stat.ME])

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