arXiv Statistics @arxiv_stats@qoto.org

Deep Optimal Sensor Placement for Black Box Stochastic Simulations https://arxiv.org/abs/2410.12036 #stat.ML #stat.AP #cs.LG

Constructing Interpretable Prediction Models with 1D DNNs: An Example in Irregular ECG Classification https://arxiv.org/abs/2410.12059 #stat.AP

A Unified Framework for Causal Estimand Selection https://arxiv.org/abs/2410.12093 #stat.ME

A General Latent Embedding Approach for Modeling Non-uniform High-dimensional Sparse Hypergraphs with Multiplicity https://arxiv.org/abs/2410.12108 #stat.ME

Adaptive sparsening and smoothing of the treatment model for longitudinal causal inference using outcome-adaptive LASSO and marginal fused LASSO https://arxiv.org/abs/2410.08283 #stat.ME

Identifiability and Sensitivity Analysis of Kriging Weights for the Matern Kernel https://arxiv.org/abs/2410.08310 #stat.CO

Correspondence of NNGP Kernel and the Matern Kernel https://arxiv.org/abs/2410.08311 #stat.ML #cs.LG

Avoiding mode collapse in diffusion models fine-tuned with reinforcement learning https://arxiv.org/abs/2410.08315 #stat.ML #cs.LG

Upper Bounds for Learning in Reproducing Kernel Hilbert Spaces for Orbits of an Iterated Function System https://arxiv.org/abs/2410.08361 #stat.ML #math.FA #cs.LG

Deep Generative Quantile Bayes https://arxiv.org/abs/2410.08378 #stat.CO #stat.ME #stat.ML

Bivariate Variable Ranking for censored time-to-event data via Copula Link Based Additive models https://arxiv.org/abs/2410.08382 #stat.ME

Principal Component Analysis in the Graph Frequency Domain https://arxiv.org/abs/2410.08422 #stat.ME

A scientific review on advances in statistical methods for crossover design https://arxiv.org/abs/2410.08441 #stat.ME #stat.AP #stat.OT

A multi-year CONUS-wide analysis of lightning strikes to wind turbines https://arxiv.org/abs/2410.08444 #stat.AP

Analysis and Optimization of Seismic Monitoring Networks with Bayesian Optimal Experiment Design https://arxiv.org/abs/2410.07215 #physics.geo-ph #stat.AP #stat.ML #cs.LG

Fast spatio-temporally varying coefficient modeling with reluctant interaction selection https://arxiv.org/abs/2410.07229 #stat.ME

Chimeric Forecasting: Blending Human Judgment and Computational Methods for Improved, Real-time Forecasts of Influenza Hospitalizations https://arxiv.org/abs/2410.07236 #stat.AP

Dynamic borrowing from historical controls via the synthetic prior with covariates in randomized clinical trials https://arxiv.org/abs/2410.07242 #stat.ME

Feature-centric nonlinear autoregressive models https://arxiv.org/abs/2410.07293 #stat.ME #stat.AP

Penalized regression with negative-unlabeled data: An approach to developing a long COVID research index https://arxiv.org/abs/2410.07357 #stat.ME