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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 601–625 of 10033 papers

TitleStatusHype
Machine learning in spectral domainCode1
Machine Learning Time Series Regressions with an Application to NowcastingCode1
SafeML: Safety Monitoring of Machine Learning Classifiers through Statistical Difference MeasureCode1
Kernel methods library for pattern analysis and machine learning in pythonCode1
copent: Estimating Copula Entropy and Transfer Entropy in RCode1
Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration DataCode1
DeltaPy: A Framework for Tabular Data Augmentation in PythonCode1
Head2Head: Video-based Neural Head SynthesisCode1
MANGO: A Python Library for Parallel Hyperparameter TuningCode1
SymJAX: symbolic CPU/GPU/TPU programmingCode1
A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial NetworksCode1
On Intrinsic Dataset Properties for Adversarial Machine LearningCode1
Surfboard: Audio Feature Extraction for Modern Machine LearningCode1
Usage of Network Simulators in Machine-Learning-Assisted 5G/6G NetworksCode1
Forecasting with sktime: Designing sktime's New Forecasting API and Applying It to Replicate and Extend the M4 StudyCode1
Evaluating and Improving Adversarial Robustness of Machine Learning-Based Network Intrusion DetectorsCode1
Ethical Adversaries: Towards Mitigating Unfairness with Adversarial Machine LearningCode1
Manthan: A Data Driven Approach for Boolean Function SynthesisCode1
Boosting on the shoulders of giants in quantum device calibrationCode1
Cyberbullying Detection with Fairness ConstraintsCode1
AutoCLINT: The Winning Method in AutoCV Challenge 2019Code1
Sherpa: Robust Hyperparameter Optimization for Machine LearningCode1
In Pursuit of Interpretable, Fair and Accurate Machine Learning for Criminal Recidivism PredictionCode1
XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series ClassificationCode1
Machine Learning on Graphs: A Model and Comprehensive TaxonomyCode1
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Benchmark Results

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