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Representation of Federated Learning via Worst-Case Robust Optimization Theory. (arXiv:1912.05571v1 [cs.LG]) arxiv.org/abs/1912.05571

Graph quilting: graphical model selection from partially observed covariances. (arXiv:1912.05573v1 [math.ST]) arxiv.org/abs/1912.05573

Parametric mode regression for bounded data. (arXiv:1912.05588v1 [stat.ME]) arxiv.org/abs/1912.05588

A state-space model for dynamic functional connectivity. (arXiv:1912.05595v1 [stat.AP]) arxiv.org/abs/1912.05595

Molecular Generative Model Based On Adversarially Regularized Autoencoder. (arXiv:1912.05617v1 [physics.chem-ph]) arxiv.org/abs/1912.05617

CARP: Compression through Adaptive Recursive Partitioning for Multi-dimensional Images. (arXiv:1912.05622v1 [eess.IV]) arxiv.org/abs/1912.05622

Pre-Training of Deep Bidirectional Protein Sequence Representations with Structural Information. (arXiv:1912.05625v1 [q-bio.BM]) arxiv.org/abs/1912.05625

Asymptotic based bootstrap approach for matched pairs with missingness in a single-arm. (arXiv:1912.04902v1 [stat.ME]) arxiv.org/abs/1912.04902

Center-outward quantiles and the measurement of multivariate risk. (arXiv:1912.04924v1 [stat.ME]) arxiv.org/abs/1912.04924

Frequentist Consistency of Generalized Variational Inference. (arXiv:1912.04946v1 [math.ST]) arxiv.org/abs/1912.04946

Analyzing and Improving the Image Quality of StyleGAN. (arXiv:1912.04958v1 [cs.CV]) arxiv.org/abs/1912.04958

Medication Regimen Extraction From Clinical Conversations. (arXiv:1912.04961v1 [cs.CL]) arxiv.org/abs/1912.04961

Neural Memory Networks for Robust Classification of Seizure Type. (arXiv:1912.04968v1 [eess.SP]) arxiv.org/abs/1912.04968

A Two-Stage Approach to Few-Shot Learning for Image Recognition. (arXiv:1912.04973v1 [cs.LG]) arxiv.org/abs/1912.04973

Advances and Open Problems in Federated Learning. (arXiv:1912.04977v1 [cs.LG]) arxiv.org/abs/1912.04977

Phase Retrieval using Conditional Generative Adversarial Networks. (arXiv:1912.04981v1 [eess.IV]) arxiv.org/abs/1912.04981

Almost Uniform Sampling From Neural Networks. (arXiv:1912.04994v1 [cs.LG]) arxiv.org/abs/1912.04994

Deep Efficient End-to-end Reconstruction (DEER) Network for Low-dose Few-view Breast CT from Projection Data. (arXiv:1912.04278v1 [eess.IV]) arxiv.org/abs/1912.04278

Noisy, sparse, nonlinear: Navigating the Bermuda Triangle of physical inference with deep filtering. (arXiv:1912.04345v1 [physics.chem-ph]) arxiv.org/abs/1912.04345

Cross-Language Aphasia Detection using Optimal Transport Domain Adaptation. (arXiv:1912.04370v1 [eess.AS]) arxiv.org/abs/1912.04370

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