| Evolutionary Neural Architecture Search for Retinal Vessel Segmentation | Jan 18, 2020 | DecoderNeural Architecture Search | —Unverified | 0 |
| Effects of sparse rewards of different magnitudes in the speed of learning of model-based actor critic methods | Jan 18, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Control of the Final-Phase of Closed-Loop Visual Grasping using Image-Based Visual Servoing | Jan 16, 2020 | ObjectRobotic Grasping | —Unverified | 0 |
| Optimal rates for independence testing via U-statistic permutation tests | Jan 15, 2020 | valid | —Unverified | 0 |
| Doubly Sparse Variational Gaussian Processes | Jan 15, 2020 | Gaussian ProcessesState Space Models | —Unverified | 0 |
| Correcting Decalibration of Stereo Cameras in Self-Driving Vehicles | Jan 15, 2020 | Autonomous VehiclesStereo Matching | —Unverified | 0 |
| Montage: A Neural Network Language Model-Guided JavaScript Engine Fuzzer | Jan 13, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Joint Reasoning for Multi-Faceted Commonsense Knowledge | Jan 13, 2020 | valid | CodeCode Available | 0 |
| Detecting New Word Meanings: A Comparison of Word Embedding Models in Spanish | Jan 12, 2020 | Keyword ExtractionPOS | —Unverified | 0 |
| An Investigation of Feature-based Nonrigid Image Registration using Gaussian Process | Jan 12, 2020 | Image Registrationvalid | —Unverified | 0 |
| Fundamental Limits of Prediction, Generalization, and Recursion: An Entropic-Innovations Perspective | Jan 12, 2020 | Predictionvalid | —Unverified | 0 |
| How to Answer Why -- Evaluating the Explanations of AI Through Mental Model Analysis | Jan 11, 2020 | valid | —Unverified | 0 |
| Deep Network Approximation for Smooth Functions | Jan 9, 2020 | valid | —Unverified | 0 |
| iDLG: Improved Deep Leakage from Gradients | Jan 8, 2020 | Federated Learningvalid | CodeCode Available | 1 |
| High-Dimensional Independence Testing via Maximum and Average Distance Correlations | Jan 4, 2020 | validVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Probability Density Theory for Spin-Glass Systems | Jan 3, 2020 | Combinatorial Optimizationvalid | —Unverified | 0 |
| A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning | Jan 1, 2020 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| Computational and Statistical Tradeoffs in Inferring Combinatorial Structures of Ising Model | Jan 1, 2020 | valid | —Unverified | 0 |
| Machine Learning--Driven Language Assessment | Jan 1, 2020 | BIG-bench Machine LearningLanguage Acquisition | —Unverified | 0 |
| On Semi-parametric Inference for BART | Jan 1, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Budgeted Online Influence Maximization | Jan 1, 2020 | valid | —Unverified | 0 |
| Learning to Navigate in Synthetically Accessible Chemical Space Using Reinforcement Learning | Jan 1, 2020 | Drug DiscoveryNavigate | CodeCode Available | 1 |
| Estimating the Error of Randomized Newton Methods: A Bootstrap Approach | Jan 1, 2020 | Distributed Optimizationvalid | —Unverified | 0 |
| A Chance-Constrained Generative Framework for Sequence Optimization | Jan 1, 2020 | valid | —Unverified | 0 |
| Systemic liquidity contagion in the European interbank market | Dec 31, 2019 | valid | —Unverified | 0 |
| Model Inversion Networks for Model-Based Optimization | Dec 31, 2019 | Bayesian Optimizationmodel | —Unverified | 0 |
| The Chi-Square Test of Distance Correlation | Dec 27, 2019 | valid | CodeCode Available | 0 |
| Vision and Language: from Visual Perception to Content Creation | Dec 26, 2019 | DecoderQuestion Answering | —Unverified | 0 |
| Universal Inference | Dec 24, 2019 | valid | —Unverified | 0 |
| Multifactorial Evolutionary Algorithm For Clustered Minimum Routing Cost Problem | Dec 23, 2019 | valid | —Unverified | 0 |
| An improper estimator with optimal excess risk in misspecified density estimation and logistic regression | Dec 23, 2019 | Density Estimationregression | —Unverified | 0 |
| Exact minimax risk for linear least squares, and the lower tail of sample covariance matrices | Dec 23, 2019 | valid | —Unverified | 0 |
| Research on Clustering Performance of Sparse Subspace Clustering | Dec 21, 2019 | Clusteringvalid | —Unverified | 0 |
| The Brier Score under Administrative Censoring: Problems and Solutions | Dec 18, 2019 | Survival Analysisvalid | CodeCode Available | 0 |
| Large-scale Multi-modal Person Identification in Real Unconstrained Environments | Dec 17, 2019 | Multi-Modal Person IdentificationPerson Identification | —Unverified | 0 |
| Statistical significance in high-dimensional linear mixed models | Dec 16, 2019 | validVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| One-Shot Induction of Generalized Logical Concepts via Human Guidance | Dec 15, 2019 | Inductive logic programmingvalid | —Unverified | 0 |
| Privacy-Preserving Collaborative Operation of Networked Microgrids with the Local Utility Grid Based on Enhanced Benders Decomposition | Dec 13, 2019 | Decision MakingPrivacy Preserving | —Unverified | 0 |
| High-Dimensional Granger Causality Tests with an Application to VIX and News | Dec 13, 2019 | regressionTime Series | CodeCode Available | 1 |
| Bottleneck detection by slope difference distribution: a robust approach for separating overlapped cells | Dec 11, 2019 | valid | —Unverified | 0 |
| SG-VAE: Scene Grammar Variational Autoencoder to generate new indoor scenes | Dec 10, 2019 | valid | —Unverified | 0 |
| Recommending investors for new startups by integrating network diffusion and investors' domain preference | Dec 6, 2019 | valid | —Unverified | 0 |
| Knowledge extraction from the learning of sequences in a long short term memory (LSTM) architecture | Dec 6, 2019 | Clusteringvalid | —Unverified | 0 |
| Causal structure based root cause analysis of outliers | Dec 5, 2019 | valid | CodeCode Available | 0 |
| 3D Hand Pose Estimation via Regularized Graph Representation Learning | Dec 4, 2019 | 3D Hand Pose EstimationGraph Representation Learning | —Unverified | 0 |
| Fantastic Generalization Measures and Where to Find Them | Dec 4, 2019 | valid | CodeCode Available | 1 |
| Simpson's Paradox and the implications for medical trials | Dec 3, 2019 | valid | —Unverified | 0 |
| Hi-CMD: Hierarchical Cross-Modality Disentanglement for Visible-Infrared Person Re-Identification | Dec 3, 2019 | DisentanglementImage Generation | CodeCode Available | 0 |
| Latent Replay for Real-Time Continual Learning | Dec 2, 2019 | Continual LearningCPU | CodeCode Available | 1 |
| Efficient adjustment sets for population average treatment effect estimation in non-parametric causal graphical models | Dec 1, 2019 | valid | —Unverified | 0 |