| Discovering long term dependencies in noisy time series data using deep learning | Nov 15, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Predictive Coding, Variational Autoencoders, and Biological Connections | Nov 15, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Meta-modeling strategy for data-driven forecasting | Nov 14, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Deep Spatial Learning with Molecular Vibration | Nov 14, 2020 | BIG-bench Machine LearningComputational chemistry | CodeCode Available | 0 |
| TDAsweep: A Novel Dimensionality Reduction Method for Image Classification Tasks | Nov 14, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Cost-Sensitive Machine Learning Classification for Mass Tuberculosis Verbal Screening | Nov 14, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Classification of Reverse-Engineered Class Diagram and Forward-Engineered Class Diagram using Machine Learning | Nov 14, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations | Nov 13, 2020 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| A GAN-based Approach for Mitigating Inference Attacks in Smart Home Environment | Nov 13, 2020 | BIG-bench Machine LearningGenerative Adversarial Network | —Unverified | 0 |
| End-to-End Learning from Noisy Crowd to Supervised Machine Learning Models | Nov 13, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| IoT Wallet: Machine Learning-based Sensor Portfolio Application | Nov 13, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Population synthesis for urban resident modeling using deep generative models | Nov 13, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Fairness and Robustness in Invariant Learning: A Case Study in Toxicity Classification | Nov 12, 2020 | BIG-bench Machine LearningCausal Discovery | CodeCode Available | 0 |
| Analysis of COVID-19 evolution in Senegal: impact of health care capacity | Nov 12, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Performance and Power Modeling and Prediction Using MuMMI and Ten Machine Learning Methods | Nov 12, 2020 | BIG-bench Machine LearningCPU | —Unverified | 0 |
| Machine Learning Interpretability Meets TLS Fingerprinting | Nov 12, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Quality4.0 -- Transparent product quality supervision in the age of Industry 4.0 | Nov 12, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Ridge Rider: Finding Diverse Solutions by Following Eigenvectors of the Hessian | Nov 12, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Prospects and challenges of quantum finance | Nov 12, 2020 | BIG-bench Machine LearningPortfolio Optimization | —Unverified | 0 |
| Mostly Harmless Machine Learning: Learning Optimal Instruments in Linear IV Models | Nov 12, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| An experiment on the mechanisms of racial bias in ML-based credit scoring in Brazil | Nov 11, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Active Learning from Crowd in Document Screening | Nov 11, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Based Path Planning for Improved Rover Navigation (Pre-Print Version) | Nov 11, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Long-Term Pipeline Failure Prediction Using Nonparametric Survival Analysis | Nov 11, 2020 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Feedback-Based Dynamic Feature Selection for Constrained Continuous Data Acquisition | Nov 10, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| MotePy: A domain specific language for low-overhead machine learning and data processing | Nov 10, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A Systematic Comparison of Encrypted Machine Learning Solutions for Image Classification | Nov 10, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Deep machine learning-assisted multiphoton microscopy to reduce light exposure and expedite imaging | Nov 10, 2020 | BIG-bench Machine LearningSSIM | —Unverified | 0 |
| Objective Diagnosis for Histopathological Images Based on Machine Learning Techniques: Classical Approaches and New Trends | Nov 10, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Forecasting asylum-related migration flows with machine learning and data at scale | Nov 9, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| A contribution to Optimal Transport on incomparable spaces | Nov 9, 2020 | BIG-bench Machine LearningDomain Adaptation | —Unverified | 0 |
| A Theory of Universal Learning | Nov 9, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine learning based luminance analysis of a μLED array | Nov 9, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| TrimTuner: Efficient Optimization of Machine Learning Jobs in the Cloud via Sub-Sampling | Nov 9, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Risk Assessment for Machine Learning Models | Nov 9, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| AI Poincaré: Machine Learning Conservation Laws from Trajectories | Nov 9, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Performative Prediction in a Stateful World | Nov 8, 2020 | BIG-bench Machine LearningPrediction | CodeCode Available | 0 |
| Using machine-learning modelling to understand macroscopic dynamics in a system of coupled maps | Nov 8, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning | Nov 8, 2020 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Universal Activation Function For Machine Learning | Nov 7, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Fair Machine Learning Under Partial Compliance | Nov 7, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Thermal Prediction for Efficient Energy Management of Clouds using Machine Learning | Nov 7, 2020 | BIG-bench Machine Learningenergy management | —Unverified | 0 |
| The Potential of Machine Learning and NLP for Handling Students' Feedback (A Short Survey) | Nov 7, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| On the Privacy Risks of Algorithmic Fairness | Nov 7, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Software engineering for artificial intelligence and machine learning software: A systematic literature review | Nov 7, 2020 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| DETECTION AND CLASSIFICATION OF DIABETIC RETINOPATHY USING MACHINE LEARNING | Nov 7, 2020 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Machine learning applications to DNA subsequence and restriction site analysis | Nov 7, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Fault Location Estimation by Using Machine Learning Methods in Mixed Transmission Lines | Nov 6, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Explaining Differences in Classes of Discrete Sequences | Nov 6, 2020 | BIG-bench Machine LearningMinecraft | —Unverified | 0 |
| Underspecification Presents Challenges for Credibility in Modern Machine Learning | Nov 6, 2020 | BIG-bench Machine Learning | —Unverified | 0 |