| DiffEqFlux.jl - A Julia Library for Neural Differential Equations | Feb 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Gradient Boosting to Boost the Efficiency of Hydraulic Fracturing | Feb 5, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Modular Block-diagonal Curvature Approximations for Feedforward Architectures | Feb 5, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| How to "DODGE" Complex Software Analytics? | Feb 5, 2019 | BIG-bench Machine LearningHyperparameter Optimization | —Unverified | 0 |
| Declarative Data Analytics: a Survey | Feb 4, 2019 | BIG-bench Machine LearningSurvey | —Unverified | 0 |
| Confusion matrices and rough set data analysis | Feb 4, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark | Feb 4, 2019 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Quantum Speedup in Adaptive Boosting of Binary Classification | Feb 3, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning | Feb 2, 2019 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Medical Diagnosis with a Novel SVM-CoDOA Based Hybrid Approach | Feb 2, 2019 | BIG-bench Machine LearningMedical Diagnosis | —Unverified | 0 |
| What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization? | Feb 2, 2019 | BIG-bench Machine LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Learning User Preferences via Reinforcement Learning with Spatial Interface Valuing | Feb 2, 2019 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| The Spatially-Conscious Machine Learning Model | Feb 1, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| TF-Replicator: Distributed Machine Learning for Researchers | Feb 1, 2019 | BIG-bench Machine Learningcontinuous-control | CodeCode Available | 0 |
| Dynamic fairness - Breaking vicious cycles in automatic decision making | Feb 1, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| An Evaluation of the Human-Interpretability of Explanation | Jan 31, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Human-Centered Artificial Intelligence and Machine Learning | Jan 31, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Hyperbox based machine learning algorithms: A comprehensive survey | Jan 31, 2019 | BIG-bench Machine LearningSurvey | —Unverified | 0 |
| Learning to Project in Multi-Objective Binary Linear Programming | Jan 30, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Ensemble-based kernel learning for a class of data assimilation problems with imperfect forward simulators | Jan 30, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Unsupervised Scalable Representation Learning for Multivariate Time Series | Jan 30, 2019 | BIG-bench Machine LearningRepresentation Learning | CodeCode Available | 0 |
| Probability Functional Descent: A Unifying Perspective on GANs, Variational Inference, and Reinforcement Learning | Jan 30, 2019 | BIG-bench Machine Learningreinforcement-learning | —Unverified | 0 |
| Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System | Jan 29, 2019 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 0 |
| Representation Transfer for Differentially Private Drug Sensitivity Prediction | Jan 29, 2019 | BIG-bench Machine LearningCancer type classification | —Unverified | 0 |
| A Machine-learning Based Ensemble Method For Anti-patterns Detection | Jan 29, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| RED-Attack: Resource Efficient Decision based Attack for Machine Learning | Jan 29, 2019 | Autonomous VehiclesBIG-bench Machine Learning | CodeCode Available | 0 |
| Improved Adversarial Learning for Fair Classification | Jan 29, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| A Combination Method for Android Malware Detection Based on Control Flow Graphs and Machine Learning Algorithms | Jan 29, 2019 | Android Malware DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Fairness in representation: quantifying stereotyping as a representational harm | Jan 28, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Fairwashing: the risk of rationalization | Jan 28, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Hybrid Machine Learning Approach to Popularity Prediction of Newly Released Contents for Online Video Streaming Service | Jan 28, 2019 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 |
| Quasi-Newton Methods for Machine Learning: Forget the Past, Just Sample | Jan 28, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Support Feature Machines | Jan 28, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Framework for Understanding Sources of Harm throughout the Machine Learning Life Cycle | Jan 28, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Strong Black-box Adversarial Attacks on Unsupervised Machine Learning Models | Jan 28, 2019 | Adversarial AttackBIG-bench Machine Learning | —Unverified | 0 |
| Bayesian Differential Privacy for Machine Learning | Jan 28, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Anomaly detecting and ranking of the cloud computing platform by multi-view learning | Jan 27, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Spectrum Data Poisoning with Adversarial Deep Learning | Jan 26, 2019 | BIG-bench Machine LearningData Poisoning | —Unverified | 0 |
| Machine Learning-Based EDoS Attack Detection Technique Using Execution Trace Analysis | Jan 26, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| Vision-based inspection system employing computer vision & neural networks for detection of fractures in manufactured components | Jan 25, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| SecureBoost: A Lossless Federated Learning Framework | Jan 25, 2019 | BIG-bench Machine LearningEntity Alignment | —Unverified | 0 |
| Generative Adversarial Networks for Black-Box API Attacks with Limited Training Data | Jan 25, 2019 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| Better accuracy with quantified privacy: representations learned via reconstructive adversarial network | Jan 25, 2019 | BIG-bench Machine LearningDecoder | —Unverified | 0 |
| Petrophysical Property Estimation from Seismic Data Using Recurrent Neural Networks | Jan 24, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Thirty Years of Machine Learning: The Road to Pareto-Optimal Wireless Networks | Jan 24, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Learning Interpretable Models with Causal Guarantees | Jan 24, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Don't Jump Through Hoops and Remove Those Loops: SVRG and Katyusha are Better Without the Outer Loop | Jan 24, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning and Deep Learning Algorithms for Bearing Fault Diagnostics -- A Comprehensive Review | Jan 24, 2019 | BIG-bench Machine LearningTime Series Analysis | —Unverified | 0 |
| Model Function Based Conditional Gradient Method with Armijo-like Line Search | Jan 23, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Bayesian Networks based Hybrid Quantum-Classical Machine Learning Approach to Elucidate Gene Regulatory Pathways | Jan 23, 2019 | ARCBIG-bench Machine Learning | —Unverified | 0 |