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HyFAD: Hybrid Time-Frequency Diffusion with Frequency-Aware Embedding for Time Series Imputation arxiv.org/abs/2606.05239 .ML .LG

Deterministic Envelopes for Tamed SGLD: Decoupling Stochastic-Gradient Noise and Localizing Taming arxiv.org/abs/2606.05242 .ML .NA .PR .LG .NA

Harnessing Source Heterogeneity for Cluster-Structured Transfer Learning arxiv.org/abs/2606.05258 .ML .AP .LG

TabSODA: Tabular Diffusion based Imputation with Skip Pattern Detection and Ordinal Awareness arxiv.org/abs/2606.05361 .ML .LG

Environment-Robust Representation Learning with Empirical Bayes arxiv.org/abs/2606.05365 .ML .LG

Analyzing spatial point processes degraded by displacement and imperfect detection arxiv.org/abs/2606.05374 .ME

Eigenvector Spatial Filters Nuclear Norm Matrix Completion with Application to Air Quality Data arxiv.org/abs/2606.05450 .AP .ME

Sparse Functional Singular Value Decomposition for Biclustering and Triclustering Longitudinal Data arxiv.org/abs/2606.05488 .ML .ME .LG

Finite-Iteration Local Dynamics and Warm Starts for Alternating Power Iteration in Spiked Tensor PCA arxiv.org/abs/2606.04065 .ML .ST .TH .LG

On prediction-powered inference for quantile regression via convolution smoothing arxiv.org/abs/2606.04128 .ME

Optimal Treatment Policy Estimation for Recurrent Events with a Competing Terminal Event: An Instrumented Difference-in-Differences Approach arxiv.org/abs/2606.04134 .ME

A Retrospective Benchmark of Spatiotemporal Covariates for Daily Active-Fire Detection in Cerrado Conservation Units arxiv.org/abs/2606.04170 .AP

Inferring cellular heterogeneity with mixture models for DNA methylation rates arxiv.org/abs/2606.04175 .AP

Contextual Geospatial Features for Identifying Informal Environmental-Health Hazards Undetectable from Satellites: A ULAB Case Study arxiv.org/abs/2606.04215 .AP

Locally Equivalent Weights for Multilevel Regression and Poststratification arxiv.org/abs/2606.04250 .ME

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