Universal Learning Waveform Selection Strategies for Adaptive Target Tracking. (arXiv:2202.05294v1 [cs.IT]) http://arxiv.org/abs/2202.05294
Personalization Improves Privacy-Accuracy Tradeoffs in Federated Optimization. (arXiv:2202.05318v1 [stat.ML]) http://arxiv.org/abs/2202.05318
Robust Parameter Estimation for the Lee-Carter Model: A Probabilistic Principal Component Approach. (arXiv:2202.05349v1 [stat.ME]) http://arxiv.org/abs/2202.05349
Network Interference in Micro-Randomized Trials. (arXiv:2202.05356v1 [stat.ME]) http://arxiv.org/abs/2202.05356
Bayesian learning of COVID-19 Vaccine safety while incorporating Adverse Events ontology. (arXiv:2202.05370v1 [stat.ME]) http://arxiv.org/abs/2202.05370
Investigating cognitive ability using action-based models of structural brain networks. (arXiv:2202.05389v1 [q-bio.NC]) http://arxiv.org/abs/2202.05389
Multivariate distance matrix regression for a manifold-valued response variable. (arXiv:2202.05401v1 [stat.ME]) http://arxiv.org/abs/2202.05401
High-dimensional properties for empirical priors in linear regression with unknown error variance. (arXiv:2202.05419v1 [math.ST]) http://arxiv.org/abs/2202.05419
A Characterization of Semi-Supervised Adversarially-Robust PAC Learnability. (arXiv:2202.05420v1 [cs.LG]) http://arxiv.org/abs/2202.05420
A survey of unsupervised learning methods for high-dimensional uncertainty quantification in black-box-type problems. (arXiv:2202.04648v1 [cs.LG]) http://arxiv.org/abs/2202.04648
Bayesian Nonparametrics for Offline Skill Discovery. (arXiv:2202.04675v1 [cs.LG]) http://arxiv.org/abs/2202.04675
Smoothed Online Learning is as Easy as Statistical Learning. (arXiv:2202.04690v1 [stat.ML]) http://arxiv.org/abs/2202.04690
Transferred Q-learning. (arXiv:2202.04709v1 [cs.LG]) http://arxiv.org/abs/2202.04709
A Coupled CP Decomposition for Principal Components Analysis of Symmetric Networks. (arXiv:2202.04719v1 [stat.ML]) http://arxiv.org/abs/2202.04719
Online Learning to Transport via the Minimal Selection Principle. (arXiv:2202.04732v1 [cs.LG]) http://arxiv.org/abs/2202.04732
Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap. (arXiv:2202.04744v1 [stat.ME]) http://arxiv.org/abs/2202.04744
Exact Solutions of a Deep Linear Network. (arXiv:2202.04777v1 [stat.ML]) http://arxiv.org/abs/2202.04777
Augmenting Neural Networks with Priors on Function Values. (arXiv:2202.04798v1 [cs.LG]) http://arxiv.org/abs/2202.04798
A Clustering Approach to Integrative Analysis of Multiomic Cancer Data. (arXiv:2202.04799v1 [stat.ME]) http://arxiv.org/abs/2202.04799
Turnpike in optimal control of PDEs, ResNets, and beyond. (arXiv:2202.04097v1 [math.OC]) http://arxiv.org/abs/2202.04097
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