Simulation Assisted Likelihood-free Anomaly Detection. (arXiv:2001.05001v1 [hep-ph]) http://arxiv.org/abs/2001.05001
Assurance Monitoring of Cyber-Physical Systems with Machine Learning Components. (arXiv:2001.05014v1 [cs.LG]) http://arxiv.org/abs/2001.05014
Unsupervised Learning of the Set of Local Maxima. (arXiv:2001.05026v1 [cs.LG]) http://arxiv.org/abs/2001.05026
Unsupervised Pool-Based Active Learning for Linear Regression. (arXiv:2001.05028v1 [cs.LG]) http://arxiv.org/abs/2001.05028
Hamiltonian Monte Carlo Swindles. (arXiv:2001.05033v1 [stat.CO]) http://arxiv.org/abs/2001.05033
Sparse Covariance Estimation in Logit Mixture Models. (arXiv:2001.05034v1 [stat.ME]) http://arxiv.org/abs/2001.05034
FunMC: A functional API for building Markov Chains. (arXiv:2001.05035v1 [stat.CO]) http://arxiv.org/abs/2001.05035
Deep Residual Dense U-Net for Resolution Enhancement in Accelerated MRI Acquisition. (arXiv:2001.04488v1 [eess.IV]) http://arxiv.org/abs/2001.04488
Human mortality at extreme age. (arXiv:2001.04507v1 [stat.AP]) http://arxiv.org/abs/2001.04507
Conditional Variational Inference with Adaptive Truncation for Bayesian Nonparametric Models. (arXiv:2001.04508v1 [stat.ML]) http://arxiv.org/abs/2001.04508
Statistical Inference of the Value Function for Reinforcement Learning in Infinite Horizon Settings. (arXiv:2001.04515v1 [stat.ML]) http://arxiv.org/abs/2001.04515
Street-level Travel-time Estimation via Aggregated Uber Data. (arXiv:2001.04533v1 [physics.soc-ph]) http://arxiv.org/abs/2001.04533
Understanding and mitigating gradient pathologies in physics-informed neural networks. (arXiv:2001.04536v1 [cs.LG]) http://arxiv.org/abs/2001.04536
Optimal Approximate Sampling from Discrete Probability Distributions. (arXiv:2001.04555v1 [cs.DS]) http://arxiv.org/abs/2001.04555
A survey on Machine Learning-based Performance Improvement of Wireless Networks: PHY, MAC and network layer. (arXiv:2001.04561v1 [cs.LG]) http://arxiv.org/abs/2001.04561
Assessing the Impact of the Physical Environment on Comfort and Job Satisfaction in Offices. (arXiv:2001.04562v1 [physics.soc-ph]) http://arxiv.org/abs/2001.04562
A deep-learning based Bayesian approach to seismic imaging and uncertainty quantification. (arXiv:2001.04567v1 [stat.ML]) http://arxiv.org/abs/2001.04567
Towards GAN Benchmarks Which Require Generalization. (arXiv:2001.03653v1 [cs.LG]) http://arxiv.org/abs/2001.03653
Forecasting multiple functional time series in a group structure: an application to mortality. (arXiv:2001.03658v1 [stat.ME]) http://arxiv.org/abs/2001.03658
ReluDiff: Differential Verification of Deep Neural Networks. (arXiv:2001.03662v1 [cs.LG]) http://arxiv.org/abs/2001.03662
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