| A Mathematical Foundation for Robust Machine Learning based on Bias-Variance Trade-off | Jun 10, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Towards an Automated Pipeline for Detecting and Classifying Malware through Machine Learning | Jun 10, 2021 | BIG-bench Machine LearningMalware Detection | —Unverified | 0 |
| Adaptive machine learning for protein engineering | Jun 10, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| HASI: Hardware-Accelerated Stochastic Inference, A Defense Against Adversarial Machine Learning Attacks | Jun 9, 2021 | BIG-bench Machine LearningGPU | —Unverified | 0 |
| A machine learning pipeline for aiding school identification from child trafficking images | Jun 9, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| StreamBrain: An HPC Framework for Brain-like Neural Networks on CPUs, GPUs and FPGAs | Jun 9, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Taxonomy of Machine Learning Safety: A Survey and Primer | Jun 9, 2021 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| A Direct Slip Ratio Estimation Method based on an Intelligent Tire and Machine Learning | Jun 9, 2021 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| 5G MIMO Data for Machine Learning: Application to Beam-Selection using Deep Learning | Jun 9, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| On the role of feedback in visual processing: a predictive coding perspective | Jun 8, 2021 | BIG-bench Machine LearningObject Recognition | CodeCode Available | 0 |
| BIGDML: Towards Exact Machine Learning Force Fields for Materials | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| GSGP-CUDA -- a CUDA framework for Geometric Semantic Genetic Programming | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| A critical look at the current train/test split in machine learning | Jun 8, 2021 | Active LearningBenchmarking | —Unverified | 0 |
| On the relation between statistical learning and perceptual distances | Jun 8, 2021 | BIG-bench Machine LearningPerceptual Distance | —Unverified | 0 |
| Automatic Generation of Machine Learning Synthetic Data Using ROS | Jun 8, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Supervised Machine Learning with Plausible Deniability | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Predicting the Popularity of Reddit Posts with AI | Jun 8, 2021 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Testing Monotonicity of Mean Potential Outcomes in a Continuous Treatment with High-Dimensional Data | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Intrinsic Dimension Estimation Using Wasserstein Distances | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Hybrid Method Based on NARX models and Machine Learning for Pattern Recognition | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Nonsmooth Implicit Differentiation for Machine Learning and Optimization | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Based Prediction of Future Stress Events in a Driving Scenario | Jun 8, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Simulated Adversarial Testing of Face Recognition Models | Jun 8, 2021 | BIG-bench Machine LearningFace Recognition | —Unverified | 0 |
| Widening Access to Applied Machine Learning with TinyML | Jun 7, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Learning Combinatorial Node Labeling Algorithms | Jun 7, 2021 | BIG-bench Machine LearningGraph Attention | —Unverified | 0 |
| Automation for Interpretable Machine Learning Through a Comparison of Loss Functions to Regularisers | Jun 7, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Hybrid Machine Learning Forecasts for the UEFA EURO 2020 | Jun 7, 2021 | BIG-bench Machine LearningHybrid Machine Learning | CodeCode Available | 0 |
| Neurons on Amoebae | Jun 7, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Lessons learned developing and using a machine learning model to automatically transcribe 2.3 million handwritten occupation codes | Jun 7, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Forecasting Avalanches in Branched Actomyosin Networks with Network Science and Machine Learning | Jun 7, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Continual Active Learning for Efficient Adaptation of Machine Learning Models to Changing Image Acquisition | Jun 7, 2021 | Active LearningAge Estimation | —Unverified | 0 |
| Theoretically Better and Numerically Faster Distributed Optimization with Smoothness-Aware Quantization Techniques | Jun 7, 2021 | BIG-bench Machine LearningDistributed Optimization | —Unverified | 0 |
| How to Evaluate Uncertainty Estimates in Machine Learning for Regression? | Jun 7, 2021 | BIG-bench Machine LearningPrediction | —Unverified | 0 |
| Identifying Populist Paragraphs in Text: A machine-learning approach | Jun 6, 2021 | BIG-bench Machine Learningtext-classification | —Unverified | 0 |
| A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models | Jun 6, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Learning proofs for the classification of nilpotent semigroups | Jun 6, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Deep Particulate Matter Forecasting Model Using Correntropy-Induced Loss | Jun 6, 2021 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 |
| Machine Learning Based Anxiety Detection in Older Adults using Wristband Sensors and Context Feature | Jun 6, 2021 | Anxiety DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Virtual Screening of Pharmaceutical Compounds with hERG Inhibitory Activity (Cardiotoxicity) using Ensemble Learning | Jun 5, 2021 | BIG-bench Machine LearningDrug Discovery | —Unverified | 0 |
| Solving hybrid machine learning tasks by traversing weight space geodesics | Jun 5, 2021 | BIG-bench Machine LearningHybrid Machine Learning | —Unverified | 0 |
| A Review of Machine Learning Classification Using Quantum Annealing for Real-world Applications | Jun 5, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine learning equipped web based disease prediction and recommender system | Jun 5, 2021 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| A Holistic Approach to Interpretability in Financial Lending: Models, Visualizations, and Summary-Explanations | Jun 4, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Towards Fairness Certification in Artificial Intelligence | Jun 4, 2021 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| An Intelligent Resource Reservation for Crowdsourced Live Video Streaming Applications in Geo-Distributed Cloud Environment | Jun 4, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| GasHisSDB: A New Gastric Histopathology Image Dataset for Computer Aided Diagnosis of Gastric Cancer | Jun 4, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 |
| Event Classification with Multi-step Machine Learning | Jun 4, 2021 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Empirical observations on the effects of data transformation in machine learning classification of geological domains | Jun 4, 2021 | BIG-bench Machine Learning | —Unverified | 0 |
| Musical Prosody-Driven Emotion Classification: Interpreting Vocalists Portrayal of Emotions Through Machine Learning | Jun 4, 2021 | BIG-bench Machine LearningEmotion Classification | —Unverified | 0 |
| Dynamics of specialization in neural modules under resource constraints | Jun 4, 2021 | BIG-bench Machine LearningOpen-Ended Question Answering | CodeCode Available | 0 |