| Reinforcement Learning: Prediction, Control and Value Function Approximation | Aug 28, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Physics-Informed Machine Learning Models for Predicting the Progress of Reactive-Mixing | Aug 28, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| MER-SDN: Machine Learning Framework for Traffic Aware Energy Efficient Routing in SDN | Aug 27, 2019 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Real-world Conversational AI for Hotel Bookings | Aug 27, 2019 | BIG-bench Machine LearningChatbot | —Unverified | 0 |
| Incremental Improvement of a Question Answering System by Re-ranking Answer Candidates using Machine Learning | Aug 27, 2019 | Answer SelectionBIG-bench Machine Learning | —Unverified | 0 |
| A Framework for Model Search Across Multiple Machine Learning Implementations | Aug 27, 2019 | BIG-bench Machine LearningScheduling | —Unverified | 0 |
| Artificial Intelligence Approaches | Aug 27, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning-Based Video Game Development in MLP@UoM: An Overview | Aug 27, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| AppsPred: Predicting Context-Aware Smartphone Apps using Random Forest Learning | Aug 26, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine learning algorithms to infer trait-matching and predict species interactions in ecological networks | Aug 26, 2019 | BIG-bench Machine Learningregression | CodeCode Available | 0 |
| Bayesian Nonparametrics for Non-exhaustive Learning | Aug 26, 2019 | BIG-bench Machine Learningopen-set classification | —Unverified | 0 |
| BULNER: BUg Localization with word embeddings and NEtwork Regularization | Aug 26, 2019 | BIG-bench Machine LearningInformation Retrieval | CodeCode Available | 0 |
| On the Bounds of Function Approximations | Aug 26, 2019 | BIG-bench Machine LearningNeural Architecture Search | —Unverified | 0 |
| An Introduction to Advanced Machine Learning : Meta Learning Algorithms, Applications and Promises | Aug 26, 2019 | BIG-bench Machine LearningMeta-Learning | —Unverified | 0 |
| Urban flows prediction from spatial-temporal data using machine learning: A survey | Aug 26, 2019 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Machine-learning enables Image Reconstruction and Classification in a "see-through" camera | Aug 25, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| E-MIIM: An Ensemble Learning based Context-Aware Mobile Telephony Model for Intelligent Interruption Management | Aug 25, 2019 | BIG-bench Machine LearningEnsemble Learning | —Unverified | 0 |
| Predicting the Long-Term Outcomes of Biologics in Psoriasis Patients Using Machine Learning | Aug 25, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Deriving a Quantitative Relationship Between Resolution and Human Classification Error | Aug 24, 2019 | AstronomyBIG-bench Machine Learning | —Unverified | 0 |
| Demystifying the MLPerf Benchmark Suite | Aug 24, 2019 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Accelerating small-angle scattering experiments with simulation-based machine learning | Aug 24, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Efficient Learning on Point Clouds with Basis Point Sets | Aug 24, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Nonparametric estimation of causal heterogeneity under high-dimensional confounding | Aug 23, 2019 | BIG-bench Machine LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Identification of Pediatric Sepsis Subphenotypes for Enhanced Machine Learning Predictive Performance: A Latent Profile Analysis | Aug 23, 2019 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| A Survey on Bias and Fairness in Machine Learning | Aug 23, 2019 | BIG-bench Machine LearningFairness | CodeCode Available | 0 |
| Toward Dialogue Modeling: A Semantic Annotation Scheme for Questions and Answers | Aug 23, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Image based cellular contractile force evaluation with small-world network inspired CNN: SW-UNet | Aug 23, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Wasserstein Distributionally Robust Optimization: Theory and Applications in Machine Learning | Aug 23, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Automated Architecture Design for Deep Neural Networks | Aug 22, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Centralized and Distributed Machine Learning-Based QoT Estimation for Sliceable Optical Networks | Aug 22, 2019 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Intra-day Equity Price Prediction using Deep Learning as a Measure of Market Efficiency | Aug 22, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| motif2vec: Motif Aware Node Representation Learning for Heterogeneous Networks | Aug 22, 2019 | BIG-bench Machine LearningFeature Engineering | —Unverified | 0 |
| Viability of machine learning to reduce workload in systematic review screenings in the health sciences: a working paper | Aug 22, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| A Survey on Machine Learning for Optical Communication [Machine Learning View] | Aug 21, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| BRIDGE: Byzantine-resilient Decentralized Gradient Descent | Aug 21, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Federated Learning: Challenges, Methods, and Future Directions | Aug 21, 2019 | BIG-bench Machine LearningDistributed Optimization | CodeCode Available | 0 |
| ElectroLens: Understanding Atomistic Simulations Through Spatially-resolved Visualization of High-dimensional Features | Aug 20, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| AI for Earth: Rainforest Conservation by Acoustic Surveillance | Aug 20, 2019 | Audio ClassificationBIG-bench Machine Learning | —Unverified | 0 |
| Data Management for Causal Algorithmic Fairness | Aug 20, 2019 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Investigation of wind pressures on tall building under interference effects using machine learning techniques | Aug 20, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| AdaCliP: Adaptive Clipping for Private SGD | Aug 20, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 |
| CBOWRA: A Representation Learning Approach for Medication Anomaly Detection | Aug 20, 2019 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Accurate and interpretable evaluation of surgical skills from kinematic data using fully convolutional neural networks | Aug 20, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Quantum Expectation-Maximization Algorithm | Aug 19, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Towards Assessing the Impact of Bayesian Optimization's Own Hyperparameters | Aug 19, 2019 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| The efficacy of various machine learning models for multi-class classification of RNA-seq expression data | Aug 19, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| XSP: Across-Stack Profiling and Analysis of Machine Learning Models on GPUs | Aug 19, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Understanding Cyber Athletes Behaviour Through a Smart Chair: CS:GO and Monolith Team Scenario | Aug 18, 2019 | BIG-bench Machine LearningFeature Engineering | CodeCode Available | 0 |
| Structural Health Monitoring of Cantilever Beam, a Case Study -- Using Bayesian Neural Network AND Deep Learning | Aug 17, 2019 | BIG-bench Machine LearningCantilever Beam | —Unverified | 0 |
| Using Near Infrared Spectroscopy and Machine Learning to diagnose Systemic Sclerosis | Aug 16, 2019 | BIG-bench Machine Learning | —Unverified | 0 |