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| How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman Problem | Sep 28, 2019 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 0 |
| Machine Truth Serum | Sep 28, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Optimizing Design Verification using Machine Learning: Doing better than Random | Sep 28, 2019 | BIG-bench Machine LearningReinforcement Learning | —Unverified | 0 |
| Debiased/Double Machine Learning for Instrumental Variable Quantile Regressions | Sep 27, 2019 | BIG-bench Machine Learningquantile regression | —Unverified | 0 |
| Impact of Low-bitwidth Quantization on the Adversarial Robustness for Embedded Neural Networks | Sep 27, 2019 | Adversarial RobustnessBIG-bench Machine Learning | —Unverified | 0 |
| MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis | Sep 27, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 0 |
| Learning to compute inner consensus: A novel approach to modeling agreement between Capsules | Sep 27, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 |
| The Differentiable Cross-Entropy Method | Sep 27, 2019 | BIG-bench Machine Learningcontinuous-control | CodeCode Available | 0 |
| A Survey of Machine Learning Applied to Computer Architecture Design | Sep 26, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Modeling Electromagnetic Navigation Systems for Medical Applications using Random Forests and Artificial Neural Networks | Sep 26, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Galaxy Image Simulation Using Progressive GANs | Sep 26, 2019 | BIG-bench Machine LearningDiversity | —Unverified | 0 |
| DIME: AN INFORMATION-THEORETIC DIFFICULTY MEASURE FOR AI DATASETS | Sep 25, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Data Augmentation with Deep Parallel Generative Models | Sep 25, 2019 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Explaining A Black-box By Using A Deep Variational Information Bottleneck Approach | Sep 25, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Acutum: When Generalization Meets Adaptability | Sep 25, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Determining offshore wind installation times using machine learning and open data | Sep 25, 2019 | BIG-bench Machine LearningPosition | —Unverified | 0 |
| Learning DNA folding patterns with Recurrent Neural Networks | Sep 25, 2019 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Handwritten Amharic Character Recognition System Using Convolutional Neural Networks | Sep 25, 2019 | BIG-bench Machine LearningRetrieval | —Unverified | 0 |
| Cover Filtration and Stable Paths in the Mapper | Sep 25, 2019 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Accelerated Variance Reduced Stochastic Extragradient Method for Sparse Machine Learning Problems | Sep 25, 2019 | BIG-bench Machine LearningFace Recognition | —Unverified | 0 |
| Machine Learning for Paper Grammage Prediction Based on Sensor Measurements in Paper Mills | Sep 25, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Online Non-Monotone DR-submodular Maximization | Sep 25, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
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| JAX MD: End-to-End Differentiable, Hardware Accelerated, Molecular Dynamics in Pure Python | Sep 25, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment | Sep 25, 2019 | BIG-bench Machine LearningBinary Classification | —Unverified | 0 |
| Detection of fraudulent users in P2P financial market | Sep 24, 2019 | BIG-bench Machine LearningFraud Detection | —Unverified | 0 |
| Matrix Sketching for Secure Collaborative Machine Learning | Sep 24, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Entropy from Machine Learning | Sep 24, 2019 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Posture and sequence recognition for Bharatanatyam dance performances using machine learning approach | Sep 24, 2019 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| An Iterative Scientific Machine Learning Approach for Discovery of Theories Underlying Physical Phenomena | Sep 24, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Pipelines with Modern Big Data Tools for High Energy Physics | Sep 23, 2019 | BIG-bench Machine LearningCPU | CodeCode Available | 0 |
| Machine Learning Optimization Algorithms & Portfolio Allocation | Sep 23, 2019 | BIG-bench Machine LearningPortfolio Optimization | —Unverified | 0 |
| Hydrocephalus verification on brain magnetic resonance images with deep convolutional neural networks and "transfer learning" technique | Sep 23, 2019 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning | Sep 23, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Techniques and Applications for Crawling, Ingesting and Analyzing Blockchain Data | Sep 22, 2019 | BIG-bench Machine LearningRetrieval | —Unverified | 0 |
| Using machine learning to construct velocity fields from OH-PLIF images | Sep 22, 2019 | BIG-bench Machine LearningMORPH | —Unverified | 0 |
| Using Machine Learning to Predict Realized Variance | Sep 22, 2019 | BIG-bench Machine Learningregression | —Unverified | 0 |
| MaLTESE: Large-Scale Simulation-Driven Machine Learning for Transient Driving Cycles | Sep 22, 2019 | BIG-bench Machine LearningTransfer Learning | —Unverified | 0 |
| Challenges of Privacy-Preserving Machine Learning in IoT | Sep 21, 2019 | BIG-bench Machine LearningCloud Computing | —Unverified | 0 |
| DECoVaC: Design of Experiments with Controlled Variability Components | Sep 21, 2019 | BIG-bench Machine LearningExperimental Design | —Unverified | 0 |
| An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor | Sep 21, 2019 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Using theoretical ROC curves for analysing machine learning binary classifiers | Sep 21, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| Combining Machine Learning Models using combo Library | Sep 21, 2019 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 |
| Leveraging Implicit Expert Knowledge for Non-Circular Machine Learning in Sepsis Prediction | Sep 20, 2019 | BIG-bench Machine Learning | —Unverified | 0 |
| A Multi-level procedure for enhancing accuracy of machine learning algorithms | Sep 20, 2019 | BIG-bench Machine LearningUncertainty Quantification | CodeCode Available | 0 |
| A Corpus for Automatic Readability Assessment and Text Simplification of German | Sep 19, 2019 | BIG-bench Machine LearningText Simplification | —Unverified | 0 |
| Representation Learning for Electronic Health Records | Sep 19, 2019 | BIG-bench Machine LearningRepresentation Learning | —Unverified | 0 |
| Machine Learning for Clinical Predictive Analytics | Sep 19, 2019 | BIG-bench Machine LearningPrediction | CodeCode Available | 0 |
| Corporate IT-support Help-Desk Process Hybrid-Automation Solution with Machine Learning Approach | Sep 18, 2019 | BIG-bench Machine LearningOptical Character Recognition (OCR) | —Unverified | 0 |