| Machine Learning--Driven Language Assessment | Jan 1, 2020 | BIG-bench Machine LearningLanguage Acquisition | —Unverified | 0 |
| A Flexible Framework for Nonparametric Graphical Modeling that Accommodates Machine Learning | Jan 1, 2020 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| Modeling and Counteracting Exposure Bias in Recommender Systems | Jan 1, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Revisiting the Generalization of Adaptive Gradient Methods | Jan 1, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Targeted sampling of enlarged neighborhood via Monte Carlo tree search for TSP | Jan 1, 2020 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 1 |
| TrojanNet: Exposing the Danger of Trojan Horse Attack on Neural Networks | Jan 1, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Fooling Detection Alone is Not Enough: Adversarial Attack against Multiple Object Tracking | Jan 1, 2020 | Adversarial AttackAutonomous Driving | CodeCode Available | 1 |
| Improved Modeling of Complex Systems Using Hybrid Physics/Machine Learning/Stochastic Models | Jan 1, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Quantum Adversarial Machine Learning | Dec 31, 2019 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| A Dynamic Sampling Adaptive-SGD Method for Machine Learning | Dec 31, 2019 | BIG-bench Machine LearningStochastic Optimization | —Unverified | 0 |
| Intrinsic motivations and open-ended learning | Dec 31, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Leveraging Semi-Supervised Learning for Fairness using Neural Networks | Dec 31, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Transform-Domain Classification of Human Cells based on DNA Methylation Datasets | Dec 31, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Machine Learning based Post Processing Artifact Reduction in HEVC Intra Coding | Dec 30, 2019 | BIG-bench Machine LearningBlocking | —Unverified | 0 |
| Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium | Dec 30, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning from a Continuous Viewpoint | Dec 30, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Discrete Smoothing for High-Dimensional and Nonlinear Panel Data | Dec 30, 2019 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Differentially Private M-band Wavelet-Based Mechanisms in Machine Learning Environments | Dec 30, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systems | Dec 30, 2019 | BIG-bench Machine LearningSmall Data Image Classification | CodeCode Available | 0 |
| Bayesian Tensor Network with Polynomial Complexity for Probabilistic Machine Learning | Dec 30, 2019 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Localized Debiased Machine Learning: Efficient Inference on Quantile Treatment Effects and Beyond | Dec 30, 2019 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Variance Reduced Local SGD with Lower Communication Complexity | Dec 30, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Using massive health insurance claims data to predict very high-cost claimants: a machine learning approach | Dec 30, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| A Machine Learning Solution for Beam Tracking in mmWave Systems | Dec 29, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Dirichlet uncertainty wrappers for actionable algorithm accuracy accountability and auditability | Dec 29, 2019 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Deep learning surrogate models for spatial and visual connectivity | Dec 29, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Explainable Deep Relational Networks for Predicting Compound-Protein Affinities and Contacts | Dec 29, 2019 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| Classifying topological sector via machine learning | Dec 28, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep | Dec 28, 2019 | BIG-bench Machine LearningMarketing | CodeCode Available | 0 |
| Towards Deep Federated Defenses Against Malware in Cloud Ecosystems | Dec 27, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Fast Generalized Matrix Regression with Applications in Machine Learning | Dec 27, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Apricot variety classification using image processing and machine learning approaches | Dec 27, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Efficient Data Analytics on Augmented Similarity Triplets | Dec 27, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| A Comparative Study on Machine Learning Algorithms for the Control of a Wall Following Robot | Dec 26, 2019 | AllBIG-bench Machine Learning | —Unverified | 0 |
| A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning | Dec 26, 2019 | BIG-bench Machine LearningObject | —Unverified | 0 |
| Text Classification for Azerbaijani Language Using Machine Learning and Embedding | Dec 26, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| The Application of Machine Learning Techniques for Predicting Results in Team Sport: A Review | Dec 26, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Federated machine learning with Anonymous Random Hybridization (FeARH) on medical records | Dec 25, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Study of the Learnability of Relational Properties: Model Counting Meets Machine Learning (MCML) | Dec 25, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Gated Recurrent Unit Approach to Bitcoin Price Prediction | Dec 24, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| A Drug Recommendation System (Dr.S) for cancer cell lines | Dec 24, 2019 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| On Sharing Models Instead of Data using Mimic learning for Smart Health Applications | Dec 24, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Recreation of the Periodic Table with an Unsupervised Machine Learning Algorithm | Dec 23, 2019 | BIG-bench Machine LearningTranslation | —Unverified | 0 |
| Large Random Forests: Optimisation for Rapid Evaluation | Dec 23, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| The Labeling Distribution Matrix (LDM): A Tool for Estimating Machine Learning Algorithm Capacity | Dec 23, 2019 | BIG-bench Machine LearningDiversity | —Unverified | 0 |
| Extraction of Heart Rate from PPG Signal: A Machine Learning Approach using Decision Tree Regression Algorithm | Dec 22, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching | Dec 22, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Exploring Interpretability for Predictive Process Analytics | Dec 22, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning | Dec 22, 2019 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| A Machine Learning Framework for Authorship Identification From Texts | Dec 21, 2019 | BIG-bench Machine LearningInformation Retrieval | —Unverified | 0 |