| Scaling structural learning with NO-BEARS to infer causal transcriptome networks | Oct 31, 2019 | CPUGPU | CodeCode Available | 0 |
| Iterative Hessian Sketch in Input Sparsity Time | Oct 30, 2019 | regression | CodeCode Available | 0 |
| EnergyStar++: Towards more accurate and explanatory building energy benchmarking | Oct 30, 2019 | Benchmarkingenergy management | CodeCode Available | 0 |
| Hidden Markov Models for sepsis detection in preterm infants | Oct 30, 2019 | regression | —Unverified | 0 |
| Heteroscedastic Calibration of Uncertainty Estimators in Deep Learning | Oct 30, 2019 | Deep Learningregression | —Unverified | 0 |
| Bounding Regression Errors in Data-driven Power Grid Steady-state Models | Oct 30, 2019 | regression | —Unverified | 0 |
| Fast acoustic scattering using convolutional neural networks | Oct 30, 2019 | Image-to-Image Regressionregression | CodeCode Available | 0 |
| Differentially Private Bayesian Linear Regression | Oct 29, 2019 | regression | CodeCode Available | 0 |
| Missing Not at Random in Matrix Completion: The Effectiveness of Estimating Missingness Probabilities Under a Low Nuclear Norm Assumption | Oct 28, 2019 | Matrix Completionregression | CodeCode Available | 0 |
| A First-Order Algorithmic Framework for Wasserstein Distributionally Robust Logistic Regression | Oct 28, 2019 | regression | CodeCode Available | 0 |
| Dual Instrumental Variable Regression | Oct 27, 2019 | regression | CodeCode Available | 0 |
| Spectral Algorithm for Low-rank Multitask Regression | Oct 27, 2019 | image-classificationImage Classification | —Unverified | 0 |
| The Quo Vadis submission at Traffic4cast 2019 | Oct 27, 2019 | regression | CodeCode Available | 0 |
| Modelling heterogeneous distributions with an Uncountable Mixture of Asymmetric Laplacians | Oct 27, 2019 | Decision Makingquantile regression | CodeCode Available | 0 |
| Detection of Adversarial Attacks and Characterization of Adversarial Subspace | Oct 26, 2019 | BenchmarkingEnvironmental Sound Classification | —Unverified | 0 |
| High dimensional regression for regenerative time-series: an application to road traffic modeling | Oct 24, 2019 | regressionTime Series | CodeCode Available | 0 |
| ERM and RERM are optimal estimators for regression problems when malicious outliers corrupt the labels | Oct 24, 2019 | regression | —Unverified | 0 |
| Inference in High-Dimensional Linear Regression via Lattice Basis Reduction and Integer Relation Detection | Oct 24, 2019 | regressionRelation | —Unverified | 0 |
| A Deep Learning based Pipeline for Efficient Oral Cancer Screening on Whole Slide Images | Oct 23, 2019 | Cancer ClassificationClassification | CodeCode Available | 0 |
| Towards Fast Displaced Vertex Finding | Oct 23, 2019 | regression | —Unverified | 0 |
| Deep Classification Network for Monocular Depth Estimation | Oct 23, 2019 | ClassificationDepth Estimation | —Unverified | 0 |
| Nested conformal prediction and quantile out-of-bag ensemble methods | Oct 23, 2019 | Conformal PredictionDensity Estimation | CodeCode Available | 0 |
| Fast and Flexible Bayesian Inference in Time-varying Parameter Regression Models | Oct 23, 2019 | Bayesian Inferenceregression | —Unverified | 0 |
| Minimax Rate Optimal Adaptive Nearest Neighbor Classification and Regression | Oct 22, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Toward estimating personal well-being using voice | Oct 22, 2019 | regressionSleep Quality | —Unverified | 0 |
