arXiv Statistics @arxiv_stats@qoto.org

Minimax Optimal Estimation of Mean and Covariance Functions with Spectral Regularization https://arxiv.org/abs/2603.18311 #math.ST #stat.TH

Bridging Theory and Practice in Efficient Gaussian Process-Based Statistical Modeling for Large Datasets https://arxiv.org/abs/2603.18324 #stat.CO

Synthetic Data, Information, and Prior Knowledge: Why Synthetic Data Augmentation to Boost Sample Doesn't Work for Statistical Inference https://arxiv.org/abs/2603.18345 #stat.ME

Beyond Distance: Quantifying Point Cloud Dynamics with Persistent Homology and Dynamic Optimal Transport https://arxiv.org/abs/2603.15683 #stat.ML #cs.LG

Learnability with Partial Labels and Adaptive Nearest Neighbors https://arxiv.org/abs/2603.15781 #stat.ML #cs.LG

On the Equivalence between Neyman Orthogonality and Pathwise Differentiability https://arxiv.org/abs/2603.15817 #stat.ME #math.ST #stat.TH

A Portfolio-Anchored Frequency-Severity Risk Index for Trip and Driver Assessment Using Telematics Signals https://arxiv.org/abs/2603.15839 #q-fin.RM #stat.AP

Besag-Clifford e-values for unnormalized testing https://arxiv.org/abs/2603.15845 #stat.ME

A Utility Score Framework for Dose Optimization Studies with Binary Efficacy-Safety Endpoints: Sample Size Determination and Bias Characterization https://arxiv.org/abs/2603.15884 #stat.AP #stat.ME

SEMMS with Random Effects: A Mixed-Model Extension for Variable Selection in Clustered and Longitudinal Data https://arxiv.org/abs/2603.15902 #stat.CO #stat.ME

Learning to Recall with Transformers Beyond Orthogonal Embeddings https://arxiv.org/abs/2603.15923 #stat.ML #cs.LG

Time Partitioning in Target Trial Emulation https://arxiv.org/abs/2603.15924 #stat.ME

A Hybrid Tsallis-Polarization Impurity Measure for Decision Trees: Theoretical Foundations and Empirical Evaluation https://arxiv.org/abs/2603.13241 #stat.ML #cs.AI #cs.LG

Filtered Spectral Projection for Quantum Principal Component Analysis https://arxiv.org/abs/2603.13441 #cond-mat.mtrl-sci #stat.ML #cs.LG

Modeling Heterogeneous Mediation Effects in Survival Analysis via an Interpretable M-Learner Framework https://arxiv.org/abs/2603.13464 #stat.ME

An Empirical Bayes Perspective on Heteroskedastic Mean Estimation https://arxiv.org/abs/2603.13499 #math.ST #stat.TH

Standard Acquisition Is Sufficient for Asynchronous Bayesian Optimization https://arxiv.org/abs/2603.13501 #stat.ML #cs.LG

Edgewise Envelopes Between Balanced Forman and Ollivier-Ricci Curvature https://arxiv.org/abs/2603.13535 #stat.CO #math.CO #math.DG

Robust Inferential Methodology for Multidimensional Diffusion Processes https://arxiv.org/abs/2603.13542 #stat.ME #stat.AP

Holographic Invariant Storage: Design-Time Safety Contracts via Vector Symbolic Architectures https://arxiv.org/abs/2603.13558 #stat.ML #math.IT #cs.CL #cs.IT #cs.LG