| Value Cards: An Educational Toolkit for Teaching Social Impacts of Machine Learning through Deliberation | Oct 22, 2020 | BIG-bench Machine LearningEthics | —Unverified | 0 |
| Learning Augmented Energy Minimization via Speed Scaling | Oct 22, 2020 | BIG-bench Machine LearningManagement | CodeCode Available | 0 |
| Machine Learning-Based Early Detection of IoT Botnets Using Network-Edge Traffic | Oct 22, 2020 | BIG-bench Machine LearningTraffic Classification | —Unverified | 0 |
| A Multilinear Sampling Algorithm to Estimate Shapley Values | Oct 22, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| Object-Attribute Biclustering for Elimination of Missing Genotypes in Ischemic Stroke Genome-Wide Data | Oct 22, 2020 | AttributeBIG-bench Machine Learning | CodeCode Available | 0 |
| Optimizing Coverage and Capacity in Cellular Networks using Machine Learning | Oct 22, 2020 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| A Novel Machine Learning Method for Preference Identification | Oct 22, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| The Role of Machine Learning for Trajectory Prediction in Cooperative Driving | Oct 21, 2020 | BIG-bench Machine LearningTrajectory Prediction | —Unverified | 0 |
| Amnesiac Machine Learning | Oct 21, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| AutoML to Date and Beyond: Challenges and Opportunities | Oct 21, 2020 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| Gender Prediction Based on Vietnamese Names with Machine Learning Techniques | Oct 21, 2020 | BIG-bench Machine LearningGender Classification | —Unverified | 0 |
| Model-specific Data Subsampling with Influence Functions | Oct 20, 2020 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| American Sign Language Identification Using Hand Trackpoint Analysis | Oct 20, 2020 | BIG-bench Machine LearningLanguage Identification | —Unverified | 0 |
| Counterfactual Explanations and Algorithmic Recourses for Machine Learning: A Review | Oct 20, 2020 | BIG-bench Machine Learningcounterfactual | —Unverified | 0 |
| Ulixes: Facial Recognition Privacy with Adversarial Machine Learning | Oct 20, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Probabilistic Linear Solvers for Machine Learning | Oct 19, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Dos and Don'ts of Machine Learning in Computer Security | Oct 19, 2020 | BIG-bench Machine LearningComputer Security | —Unverified | 0 |
| Interpretable Machine Learning -- A Brief History, State-of-the-Art and Challenges | Oct 19, 2020 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Optimal Decision Lists using SAT | Oct 19, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Sniper GMMs: Structured Gaussian mixtures poison ML on large n small p data with high efficacy | Oct 19, 2020 | BIG-bench Machine LearningData Poisoning | —Unverified | 0 |
| Survey on Causal-based Machine Learning Fairness Notions | Oct 19, 2020 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Machine Learning Evaluation of the Echo-Chamber Effect in Medical Forums | Oct 19, 2020 | BIG-bench Machine LearningSentiment Analysis | —Unverified | 0 |
| Data Assimilation Networks | Oct 19, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| SmartTriage: A system for personalized patient data capture, documentation generation, and decision support | Oct 19, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| NOMA in UAV-aided cellular offloading: A machine learning approach | Oct 18, 2020 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Living in the Physics and Machine Learning Interplay for Earth Observation | Oct 18, 2020 | BIG-bench Machine LearningEarth Observation | —Unverified | 0 |
| Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling? | Oct 18, 2020 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| A Generative Model based Adversarial Security of Deep Learning and Linear Classifier Models | Oct 17, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Using machine learning to reduce ensembles of geological models for oil and gas exploration | Oct 17, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Virtual Savant: learning for optimization | Oct 17, 2020 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines | Oct 17, 2020 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| TensorFlow Lite Micro: Embedded Machine Learning on TinyML Systems | Oct 17, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Binary Choice with Asymmetric Loss in a Data-Rich Environment: Theory and an Application to Racial Justice | Oct 16, 2020 | BIG-bench Machine LearningEconometrics | —Unverified | 0 |
| A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery | Oct 16, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Evidential Reasoning with Expert-Guided Machine Learning | Oct 16, 2020 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Machine Learning-Powered Mitigation Policy Optimization in Epidemiological Models | Oct 16, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Smart Grid: A Survey of Architectural Elements, Machine Learning and Deep Learning Applications and Future Directions | Oct 16, 2020 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Performance evaluation and application of computation based low-cost homogeneous machine learning model algorithm for image classification | Oct 16, 2020 | BIG-bench Machine Learningimage-classification | —Unverified | 0 |
| Generalizable Machine Learning in Neuroscience using Graph Neural Networks | Oct 16, 2020 | BIG-bench Machine LearningGraph Neural Network | —Unverified | 0 |
| Exploring Flip Flop memories and beyond: training recurrent neural networks with key insights | Oct 15, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Explaining Neural Network Predictions for Functional Data Using Principal Component Analysis and Feature Importance | Oct 15, 2020 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| Sobolev training of thermodynamic-informed neural networks for smoothed elasto-plasticity models with level set hardening | Oct 15, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| The Shift to 6G Communications: Vision and Requirements | Oct 15, 2020 | BIG-bench Machine LearningEdge-computing | —Unverified | 0 |
| Deep Learning Models for Predicting Wildfires from Historical Remote-Sensing Data | Oct 15, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming | Oct 15, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Machine learning for industrial safety culture in the developing world | Oct 15, 2020 | BIG-bench Machine LearningCultural Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Altruist: Argumentative Explanations through Local Interpretations of Predictive Models | Oct 15, 2020 | BIG-bench Machine LearningFeature Importance | CodeCode Available | 0 |
| The Design and Development of Games with a Purpose for AI Systems | Oct 15, 2020 | BIG-bench Machine Learning | —Unverified | 0 |
| Closed-Loop Neural Interfaces with Embedded Machine Learning | Oct 15, 2020 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| An Introduction to Electrocatalyst Design using Machine Learning for Renewable Energy Storage | Oct 14, 2020 | BIG-bench Machine Learning | —Unverified | 0 |