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Extracting more from boosted decision trees: A high energy physics case study. (arXiv:2001.06033v1 [stat.ML]) arxiv.org/abs/2001.06033

Double score matching estimators of average and quantile treatment effects. (arXiv:2001.06049v1 [stat.ME]) arxiv.org/abs/2001.06049

Recovering Network Structure from Aggregated Relational Data using Penalized Regression. (arXiv:2001.06052v1 [econ.EM]) arxiv.org/abs/2001.06052

Increasing the robustness of DNNs against image corruptions by playing the Game of Noise. (arXiv:2001.06057v1 [cs.CV]) arxiv.org/abs/2001.06057

Understanding the Power of Persistence Pairing via Permutation Test. (arXiv:2001.06058v1 [cs.LG]) arxiv.org/abs/2001.06058

Fourier Transform Approach to Machine Learning III: Fourier Classification. (arXiv:2001.06081v1 [cs.LG]) arxiv.org/abs/2001.06081

Fairness Measures for Regression via Probabilistic Classification. (arXiv:2001.06089v1 [cs.LG]) arxiv.org/abs/2001.06089

Outlier Detection Ensemble with Embedded Feature Selection. (arXiv:2001.05492v1 [cs.LG]) arxiv.org/abs/2001.05492

Learning a Latent Space of Style-Aware Symbolic Music Representations by Adversarial Autoencoders. (arXiv:2001.05494v1 [cs.SD]) arxiv.org/abs/2001.05494

Noise-tolerant, Reliable Active Classification with Comparison Queries. (arXiv:2001.05497v1 [cs.LG]) arxiv.org/abs/2001.05497

Optimal rates for independence testing via $U$-statistic permutation tests. (arXiv:2001.05513v1 [math.ST]) arxiv.org/abs/2001.05513

Personalized Activity Recognition with Deep Triplet Embeddings. (arXiv:2001.05517v1 [stat.ML]) arxiv.org/abs/2001.05517

Hierarchical Spatial Modeling of Monotone West Antarctic Snow Density Curves. (arXiv:2001.05520v1 [stat.AP]) arxiv.org/abs/2001.05520

Improving GANs for Speech Enhancement. (arXiv:2001.05532v1 [cs.LG]) arxiv.org/abs/2001.05532

An evaluation of machine learning techniques to predict the outcome of children treated for Hodgkin-Lymphoma on the AHOD0031 trial: A report from the Children's Oncology Group. (arXiv:2001.05534v1 [q-bio.QM]) arxiv.org/abs/2001.05534

Accelerated Dual-Averaging Primal-Dual Method for Composite Convex Minimization. (arXiv:2001.05537v1 [math.OC]) arxiv.org/abs/2001.05537

Error control in the numerical posterior distribution in the Bayesian UQ analysis of a semilinear evolution PDE. (arXiv:2001.04977v1 [stat.OT]) arxiv.org/abs/2001.04977

Modeling Product Search Relevance in e-Commerce. (arXiv:2001.04980v1 [cs.IR]) arxiv.org/abs/2001.04980

Anomaly Detection with Density Estimation. (arXiv:2001.04990v1 [hep-ph]) arxiv.org/abs/2001.04990

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