| Directional Statistics in Machine Learning: a Brief Review | May 1, 2016 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Discovering General-Purpose Active Learning Strategies | Oct 9, 2018 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| A Universal Framework for Featurization of Atomistic Systems | Feb 4, 2021 | BIG-bench Machine LearningComputational Efficiency | CodeCode Available | 0 | 5 |
| A universal synthetic dataset for machine learning on spectroscopic data | Jun 13, 2022 | BIG-bench Machine LearningClassification | CodeCode Available | 0 | 5 |
| Differentially Private M-band Wavelet-Based Mechanisms in Machine Learning Environments | Dec 30, 2019 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 0 | 5 |
| A Decentralized Approach to Bayesian Learning | Jul 14, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Authorship Attribution Using the Chaos Game Representation | Feb 14, 2018 | Authorship AttributionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Latin writing styles analysis with Machine Learning: New approach to old questions | Sep 1, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Difficulty Translation in Histopathology Images | Apr 27, 2020 | BIG-bench Machine LearningTranslation | CodeCode Available | 0 | 5 |
| Learning 3D Granular Flow Simulations | May 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Learning Algebraic Structures: Preliminary Investigations | May 2, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
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| Discovering long term dependencies in noisy time series data using deep learning | Nov 15, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 0 | 5 |
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| Differentiable Computational Geometry for 2D and 3D machine learning | Nov 22, 2020 | BIG-bench Machine LearningGPU | CodeCode Available | 0 | 5 |
| DiffEqFlux.jl - A Julia Library for Neural Differential Equations | Feb 6, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Differentiable Iterated Function Systems | Mar 2, 2022 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms | Apr 20, 2019 | BIG-bench Machine LearningSecond-order methods | CodeCode Available | 0 | 5 |
| A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes | Jul 28, 2019 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Development of a skateboarding trick classifier using accelerometry and machine learning | May 6, 2020 | BIG-bench Machine LearningComputational Efficiency | CodeCode Available | 0 | 5 |
| Developing Bug-Free Machine Learning Systems With Formal Mathematics | Jun 26, 2017 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Learning Patient Representations from Text | May 5, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Addressing the Fundamental Tension of PCGML with Discriminative Learning | Sep 10, 2018 | BIG-bench Machine Learningvalid | CodeCode Available | 0 | 5 |
| ARDA: Automatic Relational Data Augmentation for Machine Learning | Mar 21, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 | 5 |
| Developing a Portable Natural Language Processing Based Phenotyping System | Jul 17, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| DICODerma: A practical approach for metadata management of images in dermatology | Feb 17, 2021 | BIG-bench Machine LearningManagement | CodeCode Available | 0 | 5 |
| Investigating Membership Inference Attacks under Data Dependencies | Oct 23, 2020 | BIG-bench Machine LearningInference Attack | CodeCode Available | 0 | 5 |
| Discriminating Between Similar Nordic Languages | Dec 11, 2020 | BIG-bench Machine LearningLanguage Identification | CodeCode Available | 0 | 5 |
| Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data | Apr 24, 2018 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 | 5 |
| Developing a Fidelity Evaluation Approach for Interpretable Machine Learning | Jun 16, 2021 | BIG-bench Machine LearningExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Developing an App to interpret Chest X-rays to support the diagnosis of respiratory pathology with Artificial Intelligence | Jun 26, 2019 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 | 5 |
| Abduction-Based Explanations for Machine Learning Models | Nov 26, 2018 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Determining the best classifier for predicting the value of a boolean field on a blood donor database using genetic algorithms | Feb 21, 2018 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 | 5 |
| A hybrid inference system for improved curvature estimation in the level-set method using machine learning | Apr 7, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Detection of False Positive and False Negative Samples in Semantic Segmentation | Dec 8, 2019 | Autonomous DrivingBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| A Machine Learning Approach for Employee Retention Prediction | Oct 4, 2021 | BIG-bench Machine LearningPrediction | CodeCode Available | 0 | 5 |
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| Addressing multiple metrics of group fairness in data-driven decision making | Mar 10, 2020 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 | 5 |
| Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection | Feb 8, 2018 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Determinantal point processes for machine learning | Jul 25, 2012 | BIG-bench Machine LearningPoint Processes | CodeCode Available | 0 | 5 |
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| Local Explanation of Dimensionality Reduction | Apr 29, 2022 | BIG-bench Machine LearningDimensionality Reduction | CodeCode Available | 0 | 5 |
| Local Intrinsic Dimensionality Signals Adversarial Perturbations | Sep 24, 2021 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Detecting state of aggression in sentences using CNN | Apr 22, 2016 | BIG-bench Machine LearningSentence | CodeCode Available | 0 | 5 |
| LOGAN: Local Group Bias Detection by Clustering | Oct 6, 2020 | Bias DetectionBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| A quantum-inspired classical algorithm for recommendation systems | Jul 10, 2018 | BIG-bench Machine LearningQuantum Machine Learning | CodeCode Available | 0 | 5 |
| Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic | Dec 3, 2020 | BIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Detecting Attackable Sentences in Arguments | Oct 6, 2020 | BIG-bench Machine LearningSentence | CodeCode Available | 0 | 5 |
| ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization | Jun 12, 2020 | BIG-bench Machine LearningStochastic Optimization | CodeCode Available | 0 | 5 |
