| MAP Inference via L2-Sphere Linear Program Reformulation | May 9, 2019 | valid | CodeCode Available | 0 |
| Conformalized Quantile Regression | May 8, 2019 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Evaluating the Stability of Recurrent Neural Models during Training with Eigenvalue Spectra Analysis | May 8, 2019 | regressionvalid | —Unverified | 0 |
| Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks | May 6, 2019 | Bayesian OptimizationData Augmentation | CodeCode Available | 0 |
| Modeling the Long Term Future in Model-Based Reinforcement Learning | May 1, 2019 | Imitation LearningModel-based Reinforcement Learning | —Unverified | 0 |
| INFORMATION MAXIMIZATION AUTO-ENCODING | May 1, 2019 | DecoderDisentanglement | —Unverified | 0 |
| Learning Restricted Regular Expressions with Interleaving | Apr 30, 2019 | valid | —Unverified | 0 |
| Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation | Apr 29, 2019 | Data AugmentationDenoising | CodeCode Available | 0 |
| Sample Amplification: Increasing Dataset Size even when Learning is Impossible | Apr 26, 2019 | valid | —Unverified | 0 |
| CBHE: Corner-based Building Height Estimation for Complex Street Scene Images | Apr 25, 2019 | valid | —Unverified | 0 |
| D-VAE: A Variational Autoencoder for Directed Acyclic Graphs | Apr 24, 2019 | Bayesian OptimizationBIG-bench Machine Learning | CodeCode Available | 0 |
| Better Automatic Evaluation of Open-Domain Dialogue Systems with Contextualized Embeddings | Apr 24, 2019 | Dialogue Evaluationvalid | —Unverified | 0 |
| Exploring Structure-Adaptive Graph Learning for Robust Semi-Supervised Classification | Apr 23, 2019 | General ClassificationGraph Learning | —Unverified | 0 |
| Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model | Apr 22, 2019 | valid | —Unverified | 0 |
| Achieving the Bayes Error Rate in Synchronization and Block Models by SDP, Robustly | Apr 21, 2019 | ClusteringStochastic Block Model | —Unverified | 0 |
| Testing for differential abundance in compositional counts data, with application to microbiome studies | Apr 18, 2019 | valid | CodeCode Available | 0 |
| Efficient functional estimation and the super-oracle phenomenon | Apr 18, 2019 | valid | —Unverified | 0 |
| Total Denoising: Unsupervised Learning of 3D Point Cloud Cleaning | Apr 16, 2019 | Denoisingvalid | CodeCode Available | 0 |
| Dynamic Node Embeddings from Edge Streams | Apr 12, 2019 | Representation Learningvalid | —Unverified | 0 |
| Autoregressive Energy Machines | Apr 11, 2019 | Density Estimationvalid | CodeCode Available | 0 |
| Learning joint reconstruction of hands and manipulated objects | Apr 11, 2019 | 3D Hand Pose EstimationHand Joint Reconstruction | CodeCode Available | 0 |
| Automated Search for Configurations of Deep Neural Network Architectures | Apr 9, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| Unsupervised 3D Pose Estimation with Geometric Self-Supervision | Apr 9, 2019 | 3D Human Pose Estimation3D Pose Estimation | —Unverified | 0 |
| On nearly assumption-free tests of nominal confidence interval coverage for causal parameters estimated by machine learning | Apr 8, 2019 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| An Ensemble of Neural Networks for Non-Linear Segmentation of Overlapped Cursive Script | Apr 7, 2019 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
