Show newer

Robust Neural Posterior Estimation and Statistical Model Criticism. (arXiv:2210.06564v1 [stat.ML]) arxiv.org/abs/2210.06564

Gaussian Processes on Distributions based on Regularized Optimal Transport. (arXiv:2210.06574v1 [stat.ML]) arxiv.org/abs/2210.06574

Rigorous dynamical mean field theory for stochastic gradient descent methods. (arXiv:2210.06591v1 [math-ph]) arxiv.org/abs/2210.06591

Sample Constrained Treatment Effect Estimation. (arXiv:2210.06594v1 [cs.LG]) arxiv.org/abs/2210.06594

Asymptotic behavior of the prediction error for stationary sequences. (arXiv:2210.06603v1 [math.ST]) arxiv.org/abs/2210.06603

Interpretable AI for relating brain structural and functional connectomes. (arXiv:2210.05672v1 [q-bio.NC]) arxiv.org/abs/2210.05672

Performance Deterioration of Deep Learning Models after Clinical Deployment: A Case Study with Auto-segmentation for Definitive Prostate Cancer Radiotherapy. (arXiv:2210.05673v1 [eess.IV]) arxiv.org/abs/2210.05673

Context-aware Bayesian choice models. (arXiv:2210.05737v1 [stat.ML]) arxiv.org/abs/2210.05737

On RKHS Choices for Assessing Graph Generators via Kernel Stein Statistics. (arXiv:2210.05746v1 [stat.ML]) arxiv.org/abs/2210.05746

C-Mixup: Improving Generalization in Regression. (arXiv:2210.05775v1 [cs.LG]) arxiv.org/abs/2210.05775

Trading Off Resource Budgets for Improved Regret Bounds. (arXiv:2210.05789v1 [cs.LG]) arxiv.org/abs/2210.05789

Flexible Modeling of Nonstationary Extremal Dependence Using Spatially-Fused LASSO and Ridge Penalties. (arXiv:2210.05792v1 [stat.ME]) arxiv.org/abs/2210.05792

Mixed Effects Model for Functional Surfaces with Applications to Cortical Surface Task fMRI. (arXiv:2210.05797v1 [stat.AP]) arxiv.org/abs/2210.05797

A Cross-Validated Targeted Maximum Likelihood Estimator for Data-Adaptive Experiment Selection Applied to the Augmentation of RCT Control Arms with External Data. (arXiv:2210.05802v1 [stat.ME]) arxiv.org/abs/2210.05802

Deep Counterfactual Estimation with Categorical Background Variables. (arXiv:2210.05811v1 [cs.LG]) arxiv.org/abs/2210.05811

Meta-Principled Family of Hyperparameter Scaling Strategies. (arXiv:2210.04909v1 [cs.LG]) arxiv.org/abs/2210.04909

Reaching Goals is Hard: Settling the Sample Complexity of the Stochastic Shortest Path. (arXiv:2210.04946v1 [cs.LG]) arxiv.org/abs/2210.04946

Mining Causality from Continuous-time Dynamics Models: An Application to Tsunami Forecasting. (arXiv:2210.04958v1 [cs.LG]) arxiv.org/abs/2210.04958

Show older
Qoto Mastodon

QOTO: Question Others to Teach Ourselves
An inclusive, Academic Freedom, instance
All cultures welcome.
Hate speech and harassment strictly forbidden.