| Efficient Conformal Prediction via Cascaded Inference with Expanded Admission | Jul 6, 2020 | Computational chemistryConformal Prediction | CodeCode Available | 1 |
| Model-based Exploration of the Frontier of Behaviours for Deep Learning System Testing | Jul 6, 2020 | Autonomous Drivingvalid | CodeCode Available | 1 |
| Counterfactual Data Augmentation using Locally Factored Dynamics | Jul 6, 2020 | counterfactualData Augmentation | CodeCode Available | 1 |
| Improving Chinese Segmentation-free Word Embedding With Unsupervised Association Measure | Jul 5, 2020 | Segmentationvalid | —Unverified | 0 |
| Assessing External Validity Over Worst-case Subpopulations | Jul 5, 2020 | Causal Inferencevalid | CodeCode Available | 0 |
| Online Regularization towards Always-Valid High-Dimensional Dynamic Pricing | Jul 5, 2020 | validVocal Bursts Intensity Prediction | —Unverified | 0 |
| Self-Calibration Supported Robust Projective Structure-from-Motion | Jul 4, 2020 | Camera Calibrationvalid | —Unverified | 0 |
| Prediction of Spatial Point Processes: Regularized Method with Out-of-Sample Guarantees | Jul 3, 2020 | Point Processesvalid | CodeCode Available | 0 |
| Self-supervised Deep Reconstruction of Mixed Strip-shredded Text Documents | Jul 1, 2020 | valid | CodeCode Available | 0 |
| Multi-Task Variational Information Bottleneck | Jul 1, 2020 | Multi-Task Learningspeech-recognition | —Unverified | 0 |
| Multi-Hypothesis Machine Translation Evaluation | Jul 1, 2020 | Machine TranslationTranslation | —Unverified | 0 |
| Parsing into Variable-in-situ Logico-Semantic Graphs | Jul 1, 2020 | Negationvalid | —Unverified | 0 |
| NeuInfer: Knowledge Inference on N-ary Facts | Jul 1, 2020 | AttributeDescriptive | —Unverified | 0 |
| Low-Resource Generation of Multi-hop Reasoning Questions | Jul 1, 2020 | Machine Reading ComprehensionReading Comprehension | —Unverified | 0 |
| Inference in Difference-in-Differences with Few Treated Units and Spatial Correlation | Jun 30, 2020 | valid | —Unverified | 0 |
| Inferring epistasis from genomic data with comparable mutation and outcrossing rate | Jun 30, 2020 | valid | —Unverified | 0 |
| Lipschitzness Is All You Need To Tame Off-policy Generative Adversarial Imitation Learning | Jun 28, 2020 | AllContinuous Control | CodeCode Available | 0 |
| Reliable Categorical Variational Inference with Mixture of Discrete Normalizing Flows | Jun 28, 2020 | validVariational Inference | CodeCode Available | 0 |
| Endogenous Treatment Effect Estimation with some Invalid and Irrelevant Instruments | Jun 26, 2020 | valid | —Unverified | 0 |
| Deep Involutive Generative Models for Neural MCMC | Jun 26, 2020 | valid | —Unverified | 0 |
| Relative Deviation Margin Bounds | Jun 26, 2020 | Generalization Boundsvalid | —Unverified | 0 |
| Time-consistent conditional expectation under probability distortion | Jun 25, 2020 | Stochastic Optimizationvalid | —Unverified | 0 |
| A Closer Look at Invalid Action Masking in Policy Gradient Algorithms | Jun 25, 2020 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 1 |
| AutoCP: Automated Pipelines for Accurate Prediction Intervals | Jun 24, 2020 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Online Dense Subgraph Discovery via Blurred-Graph Feedback | Jun 24, 2020 | Graph Miningvalid | —Unverified | 0 |
