| Neural Network Layers for Prediction of Positive Definite Elastic Stiffness Tensors | Mar 25, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Semi-supervised machine learning model for analysis of nanowire morphologies from transmission electron microscopy images | Mar 25, 2022 | BIG-bench Machine LearningInstance Segmentation | CodeCode Available | 0 |
| Automatic Debiased Machine Learning for Dynamic Treatment Effects and General Nested Functionals | Mar 25, 2022 | BIG-bench Machine LearningDiscrete Choice Models | —Unverified | 0 |
| Compositional optimization of quantum circuits for quantum kernels of support vector machines | Mar 25, 2022 | Bayesian OptimizationBIG-bench Machine Learning | —Unverified | 0 |
| Code Smells for Machine Learning Applications | Mar 25, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| A Comparative Evaluation of Machine Learning Algorithms for the Prediction of R/C Buildings' Seismic Damage | Mar 25, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| High Dimensional Quantum Machine Learning With Small Quantum Computers | Mar 25, 2022 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Machine-Learning Based Objective Function Selection for Community Detection | Mar 25, 2022 | BIG-bench Machine LearningCommunity Detection | CodeCode Available | 0 |
| A Rationale-Centric Framework for Human-in-the-loop Machine Learning | Mar 24, 2022 | BIG-bench Machine LearningFew-Shot Learning | CodeCode Available | 1 |
| Robustness Against Weak or Invalid Instruments: Exploring Nonlinear Treatment Models with Machine Learning | Mar 24, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Learning Spatiotemporal Chaos Using Next-Generation Reservoir Computing | Mar 24, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Asynchronous Collaborative Learning Across Data Silos | Mar 23, 2022 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| A Deep Learning Approach to Probabilistic Forecasting of Weather | Mar 23, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Should Machine Learning Models Report to Us When They Are Clueless? | Mar 23, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Lymphocyte Classification in Hyperspectral Images of Ovarian Cancer Tissue Biopsy Samples | Mar 23, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Pixel VQ-VAEs for Improved Pixel Art Representation | Mar 23, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| Muscle Vision: Real Time Keypoint Based Pose Classification of Physical Exercises | Mar 23, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| AI Poincaré 2.0: Machine Learning Conservation Laws from Differential Equations | Mar 23, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| On Supervised Feature Selection from High Dimensional Feature Spaces | Mar 22, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| A Real-time Junk Food Recognition System based on Machine Learning | Mar 22, 2022 | BIG-bench Machine LearningFood Recognition | —Unverified | 0 |
| Performance Evaluation of Machine Learning-based Algorithm and Taguchi Algorithm for the Determination of the Hardness Value of the Friction Stir Welded AA 6262 Joints at a Nugget Zone | Mar 22, 2022 | BIG-bench Machine LearningFriction | —Unverified | 0 |
| PCA-RF: An Efficient Parkinson's Disease Prediction Model based on Random Forest Classification | Mar 21, 2022 | BIG-bench Machine LearningDisease Prediction | —Unverified | 0 |
| Towards a Change Taxonomy for Machine Learning Systems | Mar 21, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| BEFANA: A Tool for Biodiversity-Ecosystem Functioning Assessment by Network Analysis | Mar 21, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 |
| Ovid: A Machine Learning Approach for Automated Vandalism Detection in OpenStreetMap | Mar 21, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| The Dark Side: Security Concerns in Machine Learning for EDA | Mar 20, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Multi-Modal Learning Using Physicians Diagnostics for Optical Coherence Tomography Classification | Mar 20, 2022 | AttributeBIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning-based Anomaly Detection in Optical Fiber Monitoring | Mar 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Lifetime Prediction of 1550 nm DFB Laser using Machine learning Techniques | Mar 19, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning based Laser Failure Mode Detection | Mar 19, 2022 | BIG-bench Machine LearningFault Detection | —Unverified | 0 |
| Machine Learning based Data Driven Diagnostic and Prognostic Approach for Laser Reliability Enhancement | Mar 19, 2022 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Anomaly Detection in Emails using Machine Learning and Header Information | Mar 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 |
| BIOS: An Algorithmically Generated Biomedical Knowledge Graph | Mar 18, 2022 | BIG-bench Machine LearningKnowledge Graphs | —Unverified | 0 |
| But that's not why: Inference adjustment by interactive prototype revision | Mar 18, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| GAM(L)A: An econometric model for interpretable Machine Learning | Mar 17, 2022 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| Leveraging Adversarial Examples to Quantify Membership Information Leakage | Mar 17, 2022 | BIG-bench Machine Learning | CodeCode Available | 1 |
| SoK: Differential Privacy on Graph-Structured Data | Mar 17, 2022 | BIG-bench Machine LearningGraph Learning | —Unverified | 0 |
| Time and the Value of Data | Mar 17, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| An Interactive Explanatory AI System for Industrial Quality Control | Mar 17, 2022 | BIG-bench Machine LearningDefect Detection | —Unverified | 0 |
| Kan Extensions in Data Science and Machine Learning | Mar 17, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Emotion Recognition using Machine Learning and ECG signals | Mar 16, 2022 | BIG-bench Machine LearningEmotion Recognition | —Unverified | 0 |
| Deepchecks: A Library for Testing and Validating Machine Learning Models and Data | Mar 16, 2022 | BIG-bench Machine Learning | CodeCode Available | 4 |
| Non-neural Models Matter: A Re-evaluation of Neural Referring Expression Generation Systems | Mar 15, 2022 | BIG-bench Machine LearningReferring Expression | —Unverified | 0 |
| Sex Trouble: Common pitfalls in incorporating sex/gender in medical machine learning and how to avoid them | Mar 15, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| A novel sampler for Gauss-Hermite determinantal point processes with application to Monte Carlo integration | Mar 15, 2022 | BIG-bench Machine LearningPoint Processes | —Unverified | 0 |
| Approximate Decision Trees For Machine Learning Classification on Tiny Printed Circuits | Mar 15, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Distributed-Memory Sparse Kernels for Machine Learning | Mar 15, 2022 | BIG-bench Machine LearningCollaborative Filtering | CodeCode Available | 1 |
| Threat Detection for General Social Engineering Attack Using Machine Learning Techniques | Mar 15, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| Machine Learning and Cosmology | Mar 15, 2022 | BIG-bench Machine Learning | —Unverified | 0 |
| RES-HD: Resilient Intelligent Fault Diagnosis Against Adversarial Attacks Using Hyper-Dimensional Computing | Mar 14, 2022 | BIG-bench Machine LearningFault Diagnosis | —Unverified | 0 |