arXiv Statistics @arxiv_stats@qoto.org

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

Bootstrap Your Flow. (arXiv:2111.11510v1 [cs.LG]) http://arxiv.org/abs/2111.11510

Bayesian Robust Learning in Chain Graph Models for Integrative Pharmacogenomics. (arXiv:2111.11529v1 [stat.AP]) http://arxiv.org/abs/2111.11529

Depth Without the Magic: Inductive Bias of Natural Gradient Descent. (arXiv:2111.11542v1 [stat.ML]) http://arxiv.org/abs/2111.11542

Identification of vaccine effects when exposure status is unknown. (arXiv:2111.11548v1 [stat.ME]) http://arxiv.org/abs/2111.11548

Dynamic Regret for Strongly Adaptive Methods and Optimality of Online KRR. (arXiv:2111.11550v1 [cs.LG]) http://arxiv.org/abs/2111.11550

FLIX: A Simple and Communication-Efficient Alternative to Local Methods in Federated Learning. (arXiv:2111.11556v1 [cs.LG]) http://arxiv.org/abs/2111.11556

Combining chains of Bayesian models with Markov melding. (arXiv:2111.11566v1 [stat.ME]) http://arxiv.org/abs/2111.11566

Convergence rates for Metropolis-Hastings algorithms in the Wasserstein distance. (arXiv:2111.10406v1 [math.ST]) http://arxiv.org/abs/2111.10406