| End-to-end sensor modeling for LiDAR Point Cloud | Jul 17, 2019 | BIG-bench Machine LearningSelf-Driving Cars | —Unverified | 0 |
| Improving Outbreak Detection with Stacking of Statistical Surveillance Methods | Jul 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Dynamic optimization with side information | Jul 17, 2019 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches | Jul 17, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Adversarial Security Attacks and Perturbations on Machine Learning and Deep Learning Methods | Jul 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning based Simulation Optimisation for Trailer Management | Jul 17, 2019 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Network Based Pricing for 3D Printing Services in Two-Sided Manufacturing-as-a-Service Marketplace | Jul 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics | Jul 17, 2019 | BIG-bench Machine LearningData Poisoning | CodeCode Available | 0 |
| Product Aesthetic Design: A Machine Learning Augmentation | Jul 17, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Differentiable Programming System to Bridge Machine Learning and Scientific Computing | Jul 17, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Evaluating Explanation Without Ground Truth in Interpretable Machine Learning | Jul 16, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Modeling Human Annotation Errors to Design Bias-Aware Systems for Social Stream Processing | Jul 16, 2019 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches | Jul 16, 2019 | BIG-bench Machine LearningRecommendation Systems | CodeCode Available | 1 |
| An Inductive Synthesis Framework for Verifiable Reinforcement Learning | Jul 16, 2019 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| Machine learning without a feature set for detecting bursts in the EEG of preterm infants | Jul 16, 2019 | BIG-bench Machine LearningEEG | —Unverified | 0 |
| Adversarial Sensor Attack on LiDAR-based Perception in Autonomous Driving | Jul 16, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| DeepTrax: Embedding Graphs of Financial Transactions | Jul 16, 2019 | BIG-bench Machine LearningFraud Detection | —Unverified | 0 |
| A Neural Turing~Machine for Conditional Transition Graph Modeling | Jul 15, 2019 | BIG-bench Machine LearningInformation Retrieval | —Unverified | 0 |
| Experimental quantum homodyne tomography via machine learning | Jul 15, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Concept-Centric Visual Turing Tests for Method Validation | Jul 15, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| The Bach Doodle: Approachable music composition with machine learning at scale | Jul 14, 2019 | BIG-bench Machine LearningQuantization | —Unverified | 0 |
| Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators | Jul 13, 2019 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| A Novel Approach for Detection and Ranking of Trendy and Emerging Cyber Threat Events in Twitter Streams | Jul 12, 2019 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Deep Learning with ConvNET Predicts Imagery Tasks Through EEG | Jul 12, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Regularized HessELM and Inclined Entropy Measurement for Congestive Heart Failure Prediction | Jul 12, 2019 | BIG-bench Machine LearningElectrocardiography (ECG) | —Unverified | 0 |
| A machine learning framework for computationally expensive transient models | Jul 12, 2019 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| A Systematic Mapping Study on Testing of Machine Learning Programs | Jul 11, 2019 | BIG-bench Machine LearningReinforcement Learning | —Unverified | 0 |
| Predicting engagement in online social networks: Challenges and opportunities | Jul 11, 2019 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| Forecasting remaining useful life: Interpretable deep learning approach via variational Bayesian inferences | Jul 11, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Kernel Method from a Quantum Generative Model | Jul 11, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Making AI Forget You: Data Deletion in Machine Learning | Jul 11, 2019 | BIG-bench Machine LearningClustering | CodeCode Available | 1 |
| Amplifying Rényi Differential Privacy via Shuffling | Jul 11, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Beyond Imitation: Generative and Variational Choreography via Machine Learning | Jul 11, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| PreCall: A Visual Interface for Threshold Optimization in ML Model Selection | Jul 11, 2019 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| Wind Estimation Using Quadcopter Motion: A Machine Learning Approach | Jul 11, 2019 | Autonomous NavigationBIG-bench Machine Learning | —Unverified | 0 |
| Super-resolution meets machine learning: approximation of measures | Jul 10, 2019 | BIG-bench Machine LearningSuper-Resolution | —Unverified | 0 |
| The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning | Jul 10, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Perturbation theory approach to study the latent space degeneracy of Variational Autoencoders | Jul 10, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Learning a Behavior Model of Hybrid Systems Through Combining Model-Based Testing and Machine Learning (Full Version) | Jul 10, 2019 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| On Designing Machine Learning Models for Malicious Network Traffic Classification | Jul 10, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Application Inference using Machine Learning based Side Channel Analysis | Jul 9, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Dreaming machine learning: Lipschitz extensions for reinforcement learning on financial markets | Jul 9, 2019 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| The What-If Tool: Interactive Probing of Machine Learning Models | Jul 9, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Improving Reverberant Speech Training Using Diffuse Acoustic Simulation | Jul 9, 2019 | BIG-bench Machine LearningKeyword Spotting | —Unverified | 0 |
| Copula Representations and Error Surface Projections for the Exclusive Or Problem | Jul 8, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Non-Invasive MGMT Status Prediction in GBM Cancer Using Magnetic Resonance Images (MRI) Radiomics Features: Univariate and Multivariate Machine Learning Radiogenomics Analysis | Jul 8, 2019 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Collaborative Machine Learning at the Wireless Edge with Blind Transmitters | Jul 8, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Quantifying Transparency of Machine Learning Systems through Analysis of Contributions | Jul 8, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Case-Based Reasoning for Assisting Domain Experts in Processing Fraud Alerts of Black-Box Machine Learning Models | Jul 7, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Human-Grounded Evaluation of SHAP for Alert Processing | Jul 7, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |