| Diagnosing failures of fairness transfer across distribution shift in real-world medical settings | Feb 2, 2022 | BIG-bench Machine LearningFairness | —Unverified | 0 |
| Integration of a machine learning model into a decision support tool to predict absenteeism at work of prospective employees | Feb 2, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Yordle: An Efficient Imitation Learning for Branch and Bound | Feb 2, 2022 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| Machine-learning-enhanced quantum sensors for accurate magnetic field imaging | Feb 1, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Right for the Right Latent Factors: Debiasing Generative Models via Disentanglement | Feb 1, 2022 | BIG-bench Machine LearningDisentanglement | —Unverified | 0 |
| A Machine Learning Smartphone-based Sensing for Driver Behavior Classification | Feb 1, 2022 | Autonomous DrivingBIG-bench Machine Learning | —Unverified | 0 |
| Machine learning to assess relatedness: the advantage of using firm-level data | Feb 1, 2022 | BIG-bench Machine LearningCommunity Detection | —Unverified | 0 |
| Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls | Feb 1, 2022 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| A Hybrid Physics Machine Learning Approach for Macroscopic Traffic State Estimation | Feb 1, 2022 | BIG-bench Machine LearningState Estimation | —Unverified | 0 |
| Comparative Study of Machine Learning Models for Stock Price Prediction | Jan 31, 2022 | BIG-bench Machine LearningStock Price Prediction | —Unverified | 0 |
| Unsupervised Network Intrusion Detection System for AVTP in Automotive Ethernet Networks | Jan 31, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Novel Machine Learning Approaches for Improving the Reproducibility and Reliability of Functional and Effective Connectivity from Functional MRI | Jan 31, 2022 | BIG-bench Machine LearningFeature Importance | —Unverified | 0 |
| AutoGeoLabel: Automated Label Generation for Geospatial Machine Learning | Jan 31, 2022 | BIG-bench Machine Learningobject-detection | —Unverified | 0 |
| Extreme precipitation forecasting using attention augmented convolutions | Jan 31, 2022 | BIG-bench Machine LearningManagement | —Unverified | 0 |
| Submodularity In Machine Learning and Artificial Intelligence | Jan 31, 2022 | Abstractive Text SummarizationBIG-bench Machine Learning | —Unverified | 0 |
| Query Efficient Decision Based Sparse Attacks Against Black-Box Deep Learning Models | Jan 31, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Sharing Behavior in Ride-hailing Trips: A Machine Learning Inference Approach | Jan 30, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Private Boosted Decision Trees via Smooth Re-Weighting | Jan 29, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Information Extraction through AI techniques: The KIDs use case at CONSOB | Jan 29, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Learning Curves for Decision Making in Supervised Machine Learning: A Survey | Jan 28, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Systematic Training and Testing for Machine Learning Using Combinatorial Interaction Testing | Jan 28, 2022 | BIG-bench Machine Learningsoftware testing | —Unverified | 0 |
| Bioinspired Cortex-based Fast Codebook Generation | Jan 28, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Developing a Machine-Learning Algorithm to Diagnose Age-Related Macular Degeneration | Jan 28, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| A Systematic Study of Bias Amplification | Jan 27, 2022 | BIG-bench Machine Learningimage-classification | CodeCode Available | 0 |
| Towards an Automatic Diagnosis of Peripheral and Central Palsy Using Machine Learning on Facial Features | Jan 27, 2022 | BIG-bench Machine LearningSensitivity | CodeCode Available | 0 |
| Promises and Challenges of Causality for Ethical Machine Learning | Jan 26, 2022 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning | Jan 26, 2022 | ArticlesBenchmarking | —Unverified | 0 |
| Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images | Jan 26, 2022 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Phishing Attacks Detection -- A Machine Learning-Based Approach | Jan 26, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning for Stock Prediction Based on Fundamental Analysis | Jan 26, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| An Overview of Compressible and Learnable Image Transformation with Secret Key and Its Applications | Jan 26, 2022 | BIG-bench Machine LearningPrivacy Preserving | —Unverified | 0 |
| Analysis of various climate change parameters in India using machine learning | Jan 25, 2022 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Design choice and machine learning model performances | Jan 25, 2022 | BIG-bench Machine Learningmodel | —Unverified | 0 |
| A Machine Learning-based Characterization Framework for Parametric Representation of Nonlinear Sloshing | Jan 25, 2022 | BIG-bench Machine LearningRepresentation Learning | —Unverified | 0 |
| Maximizing information from chemical engineering data sets: Applications to machine learning | Jan 25, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Semantic Code Classification for Automated Machine Learning | Jan 25, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| Suicidal Ideation Detection on Social Media: A Review of Machine Learning Methods | Jan 25, 2022 | BIG-bench Machine Learningtext-classification | —Unverified | 0 |
| Hiding Behind Backdoors: Self-Obfuscation Against Generative Models | Jan 24, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Online AutoML: An adaptive AutoML framework for online learning | Jan 24, 2022 | AutoMLBIG-bench Machine Learning | —Unverified | 0 |
| A Machine Learning Framework for Distributed Functional Compression over Wireless Channels in IoT | Jan 24, 2022 | Autonomous DrivingBIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Symmetry | Jan 23, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Increasing the Cost of Model Extraction with Calibrated Proof of Work | Jan 23, 2022 | BIG-bench Machine LearningModel extraction | —Unverified | 0 |
| Capture Agent Free Biosensing using Porous Silicon Arrays and Machine Learning | Jan 22, 2022 | BIG-bench Machine LearningDimensionality Reduction | —Unverified | 0 |
| Data-Centric Machine Learning in Quantum Information Science | Jan 22, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Topological data analysis and clustering | Jan 22, 2022 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Human Activity Recognition models using Limited Consumer Device Sensors and Machine Learning | Jan 21, 2022 | Activity RecognitionBIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning Algorithms for Prediction of Penetration Depth and Geometrical Analysis of Weld in Friction Stir Spot Welding Process | Jan 21, 2022 | BIG-bench Machine LearningFriction | —Unverified | 0 |
| Classical Simulation of Variational Quantum Classifiers using Tensor Rings | Jan 21, 2022 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| On the in vivo recognition of kidney stones using machine learning | Jan 21, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Using Machine Learning to Test Causal Hypotheses in Conjoint Analysis | Jan 20, 2022 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |