arXiv Statistics @arxiv_stats@qoto.org

On Invariance Penalties for Risk Minimization. (arXiv:2106.09777v1 [cs.LG]) http://arxiv.org/abs/2106.09777

Locally Differentially Private Federated Learning: Efficient Algorithms with Tight Risk Bounds. (arXiv:2106.09779v1 [cs.LG]) http://arxiv.org/abs/2106.09779

Wide stochastic networks: Gaussian limit and PAC-Bayesian training. (arXiv:2106.09798v1 [stat.ML]) http://arxiv.org/abs/2106.09798

Escaping strict saddle points of the Moreau envelope in nonsmooth optimization. (arXiv:2106.09815v1 [math.OC]) http://arxiv.org/abs/2106.09815

Entrywise limit theorems of eigenvectors and their one-step refinement for sparse random graphs. (arXiv:2106.09840v1 [math.ST]) http://arxiv.org/abs/2106.09840

Distributionally Weighted Least Squares in Structural Equation Modeling. (arXiv:2106.09845v1 [stat.ME]) http://arxiv.org/abs/2106.09845

PAC Prediction Sets Under Covariate Shift. (arXiv:2106.09848v1 [cs.LG]) http://arxiv.org/abs/2106.09848

Exponential Error Convergence in Data Classification with Optimized Random Features: Acceleration by Quantum Machine Learning. (arXiv:2106.09028v1 [quant-ph]) http://arxiv.org/abs/2106.09028

Identifiability-Guaranteed Simplex-Structured Post-Nonlinear Mixture Learning via Autoencoder. (arXiv:2106.09070v1 [cs.LG]) http://arxiv.org/abs/2106.09070

Pre-processing with Orthogonal Decompositions for High-dimensional Explanatory Variables. (arXiv:2106.09071v1 [stat.ME]) http://arxiv.org/abs/2106.09071

Maximum likelihood estimation for mechanistic network models. (arXiv:2106.09100v1 [stat.ME]) http://arxiv.org/abs/2106.09100

Scenario Generation of Wind Farm Power for Real-Time System Operation. (arXiv:2106.09105v1 [stat.AP]) http://arxiv.org/abs/2106.09105

An Imprecise SHAP as a Tool for Explaining the Class Probability Distributions under Limited Training Data. (arXiv:2106.09111v1 [cs.LG]) http://arxiv.org/abs/2106.09111

Semiparametric count data regression for self-reported mental health. (arXiv:2106.09114v1 [stat.ME]) http://arxiv.org/abs/2106.09114

Clustering inference in multiple groups. (arXiv:2106.09115v1 [stat.ME]) http://arxiv.org/abs/2106.09115

Binary classification with corrupted labels. (arXiv:2106.09136v1 [math.ST]) http://arxiv.org/abs/2106.09136

Amortized Auto-Tuning: Cost-Efficient Transfer Optimization for Hyperparameter Recommendation. (arXiv:2106.09179v1 [cs.LG]) http://arxiv.org/abs/2106.09179

Multi-sample estimation of centered log-ratio matrix in microbiome studies. (arXiv:2106.08360v1 [stat.ME]) http://arxiv.org/abs/2106.08360

Predicting Unreliable Predictions by Shattering a Neural Network. (arXiv:2106.08365v1 [cs.LG]) http://arxiv.org/abs/2106.08365

Implicit Finite-Horizon Approximation and Efficient Optimal Algorithms for Stochastic Shortest Path. (arXiv:2106.08377v1 [cs.LG]) http://arxiv.org/abs/2106.08377