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Targeted Deep Learning: Framework, Methods, and Applications. (arXiv:2105.14052v1 [cs.LG]) arxiv.org/abs/2105.14052

How much telematics information do insurers need for claim classification?. (arXiv:2105.14055v1 [stat.AP]) arxiv.org/abs/2105.14055

Distribution-free inference for regression: discrete, continuous, and in between. (arXiv:2105.14075v1 [math.ST]) arxiv.org/abs/2105.14075

Gotta Go Fast When Generating Data with Score-Based Models. (arXiv:2105.14080v1 [cs.LG]) arxiv.org/abs/2105.14080

Specification tests for GARCH processes. (arXiv:2105.14081v1 [econ.EM]) arxiv.org/abs/2105.14081

Support vector machines and linear regression coincide with very high-dimensional features. (arXiv:2105.14084v1 [cs.LG]) arxiv.org/abs/2105.14084

Variational Inference for Latent Space Models for Dynamic Networks. (arXiv:2105.14093v1 [stat.ME]) arxiv.org/abs/2105.14093

Comparing Models for Extracting the Backbone of Bipartite Projections. (arXiv:2105.13396v1 [cs.SI]) arxiv.org/abs/2105.13396

Unbiased estimation of equilibrium, rates, and committors from Markov state model analysis. (arXiv:2105.13402v1 [physics.comp-ph]) arxiv.org/abs/2105.13402

Manifold-constrained Gaussian process inference for time-varying parameters in dynamic systems. (arXiv:2105.13407v1 [stat.ME]) arxiv.org/abs/2105.13407

On the Impossibility of Statistically Improving Empirical Optimization: A Second-Order Stochastic Dominance Perspective. (arXiv:2105.13419v1 [math.OC]) arxiv.org/abs/2105.13419

Model Selection for Production System via Automated Online Experiments. (arXiv:2105.13420v1 [stat.ML]) arxiv.org/abs/2105.13420

Non-negative matrix factorization algorithms greatly improve topic model fits. (arXiv:2105.13440v1 [stat.ML]) arxiv.org/abs/2105.13440

The piranha problem: Large effects swimming in a small pond. (arXiv:2105.13445v1 [math.ST]) arxiv.org/abs/2105.13445

Computational modeling of the nonlinear stochastic dynamics of horizontal drillstrings. (arXiv:2105.13454v1 [cs.CE]) arxiv.org/abs/2105.13454

Statistical Inference for Diagnostic Test Accuracy Studies with Multiple Comparisons. (arXiv:2105.13469v1 [stat.ME]) arxiv.org/abs/2105.13469

The Complex-Pole Filter Representation (COFRE) for spectral modeling of fNIRS signals. (arXiv:2105.13476v1 [q-bio.QM]) arxiv.org/abs/2105.13476

Networked Federated Multi-Task Learning. (arXiv:2105.12769v1 [cs.LG]) arxiv.org/abs/2105.12769

Statistical Depth Meets Machine Learning: Kernel Mean Embeddings and Depth in Functional Data Analysis. (arXiv:2105.12778v1 [math.ST]) arxiv.org/abs/2105.12778

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