arXiv Statistics @arxiv_stats@qoto.org

Fairness for AUC via Feature Augmentation. (arXiv:2111.12823v1 [cs.LG]) http://arxiv.org/abs/2111.12823

A Spline Dimensional Decomposition for Uncertainty Quantification in High Dimensions. (arXiv:2111.12870v1 [math.NA]) http://arxiv.org/abs/2111.12870

Time-independent Generalization Bounds for SGLD in Non-convex Settings. (arXiv:2111.12876v1 [stat.ML]) http://arxiv.org/abs/2111.12876

Network regression and supervised centrality estimation. (arXiv:2111.12921v1 [econ.EM]) http://arxiv.org/abs/2111.12921

Exact Confidence Bounds in Discrete Models -- Algorithmic Aspects of Sterne's Method. (arXiv:2111.12937v1 [stat.CO]) http://arxiv.org/abs/2111.12937

Correcting the Laplace Method with Variational Bayes. (arXiv:2111.12945v1 [stat.ME]) http://arxiv.org/abs/2111.12945

Biased-sample empirical likelihood weighting: an alternative to inverse probability weighting. (arXiv:2111.12955v1 [stat.ME]) http://arxiv.org/abs/2111.12955

ChebLieNet: Invariant Spectral Graph NNs Turned Equivariant by Riemannian Geometry on Lie Groups. (arXiv:2111.12139v1 [cs.LG]) http://arxiv.org/abs/2111.12139

Filter Methods for Feature Selection in Supervised Machine Learning Applications -- Review and Benchmark. (arXiv:2111.12140v1 [cs.LG]) http://arxiv.org/abs/2111.12140

Critical initialization of wide and deep neural networks through partial Jacobians: general theory and applications to LayerNorm. (arXiv:2111.12143v1 [cs.LG]) http://arxiv.org/abs/2111.12143

Machine Learning Based Forward Solver: An Automatic Framework in gprMax. (arXiv:2111.12148v1 [eess.SP]) http://arxiv.org/abs/2111.12148

Binned multinomial logistic regression for integrative cell type annotation. (arXiv:2111.12149v1 [stat.AP]) http://arxiv.org/abs/2111.12149

Best Arm Identification with Safety Constraints. (arXiv:2111.12151v1 [cs.LG]) http://arxiv.org/abs/2111.12151

Bayesian Sample Size Prediction for Online Activity. (arXiv:2111.12157v1 [stat.ML]) http://arxiv.org/abs/2111.12157

Sensitivity Analysis of Individual Treatment Effects: A Robust Conformal Inference Approach. (arXiv:2111.12161v1 [stat.ME]) http://arxiv.org/abs/2111.12161

spOccupancy: An R package for single species, multispecies, and integrated spatial occupancy models. (arXiv:2111.12163v1 [stat.AP]) http://arxiv.org/abs/2111.12163

Towards Empirical Sandwich Bounds on the Rate-Distortion Function. (arXiv:2111.12166v1 [cs.IT]) http://arxiv.org/abs/2111.12166

Graph Neural Networks with Parallel Neighborhood Aggregations for Graph Classification. (arXiv:2111.11482v1 [cs.LG]) http://arxiv.org/abs/2111.11482

A Free Lunch from the Noise: Provable and Practical Exploration for Representation Learning. (arXiv:2111.11485v1 [stat.ML]) http://arxiv.org/abs/2111.11485

Approximate Bayesian Computation via Classification. (arXiv:2111.11507v1 [stat.ME]) http://arxiv.org/abs/2111.11507