ABOUT ML: Annotation and Benchmarking on Understanding and Transparency of Machine Learning Lifecycles. (arXiv:1912.06166v1 [cs.CY]) http://arxiv.org/abs/1912.06166
Training without training data: Improving the generalizability of automated medical abbreviation disambiguation. (arXiv:1912.06174v1 [cs.LG]) http://arxiv.org/abs/1912.06174
Double descent in the condition number. (arXiv:1912.06190v1 [cs.LG]) http://arxiv.org/abs/1912.06190
On Metrics to Assess the Transferability of Machine Learning Models in Non-Intrusive Load Monitoring. (arXiv:1912.06200v1 [cs.LG]) http://arxiv.org/abs/1912.06200
General Information Bottleneck Objectives and their Applications to Machine Learning. (arXiv:1912.06248v1 [cs.LG]) http://arxiv.org/abs/1912.06248
Learning and Optimization with Bayesian Hybrid Models. (arXiv:1912.06269v1 [math.OC]) http://arxiv.org/abs/1912.06269
Meta-Learning Initializations for Image Segmentation. (arXiv:1912.06290v1 [cs.LG]) http://arxiv.org/abs/1912.06290
More Efficient Off-Policy Evaluation through Regularized Targeted Learning. (arXiv:1912.06292v1 [cs.LG]) http://arxiv.org/abs/1912.06292
Assessing effect heterogeneity of a randomized treatment using conditional inference trees. (arXiv:1912.06313v1 [stat.ME]) http://arxiv.org/abs/1912.06313
Encoding Musical Style with Transformer Autoencoders. (arXiv:1912.05537v1 [cs.SD]) http://arxiv.org/abs/1912.05537
Deep One-bit Compressive Autoencoding. (arXiv:1912.05539v1 [cs.LG]) http://arxiv.org/abs/1912.05539
Fundamental Entropic Laws and $\mathcal{L}_p$ Limitations of Feedback Systems: Implications for Machine-Learning-in-the-Loop Control. (arXiv:1912.05541v1 [eess.SY]) http://arxiv.org/abs/1912.05541
Representation of Federated Learning via Worst-Case Robust Optimization Theory. (arXiv:1912.05571v1 [cs.LG]) http://arxiv.org/abs/1912.05571
Graph quilting: graphical model selection from partially observed covariances. (arXiv:1912.05573v1 [math.ST]) http://arxiv.org/abs/1912.05573
Parametric mode regression for bounded data. (arXiv:1912.05588v1 [stat.ME]) http://arxiv.org/abs/1912.05588
A state-space model for dynamic functional connectivity. (arXiv:1912.05595v1 [stat.AP]) http://arxiv.org/abs/1912.05595
Molecular Generative Model Based On Adversarially Regularized Autoencoder. (arXiv:1912.05617v1 [physics.chem-ph]) http://arxiv.org/abs/1912.05617
CARP: Compression through Adaptive Recursive Partitioning for Multi-dimensional Images. (arXiv:1912.05622v1 [eess.IV]) http://arxiv.org/abs/1912.05622
Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information. (arXiv:1912.05625v1 [q-bio.BM]) http://arxiv.org/abs/1912.05625
Asymptotic based bootstrap approach for matched pairs with missingness in a single-arm. (arXiv:1912.04902v1 [stat.ME]) http://arxiv.org/abs/1912.04902
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