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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 201–225 of 10033 papers

TitleStatusHype
AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model ValidationCode1
Counterfactual Explanations for Machine Learning on Multivariate Time Series DataCode1
Amazon SageMaker Clarify: Machine Learning Bias Detection and Explainability in the CloudCode1
A Model-Driven Approach to Machine Learning and Software Modeling for the IoTCode1
Crystal structure prediction with machine learning-based element substitutionCode1
Cyber Attack Detection thanks to Machine Learning AlgorithmsCode1
AnalogVNN: A fully modular framework for modeling and optimizing photonic neural networksCode1
An Empirical Study of Personalized Federated LearningCode1
Data Debugging with Shapley Importance over End-to-End Machine Learning PipelinesCode1
Data Minimization for GDPR Compliance in Machine Learning ModelsCode1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on GraphsCode1
Analytical Characterization and Design Space Exploration for Optimization of CNNsCode1
Analyzing Koopman approaches to physics-informed machine learning for long-term sea-surface temperature forecastingCode1
Leakage of Dataset Properties in Multi-Party Machine LearningCode1
Aequitas: A Bias and Fairness Audit ToolkitCode1
An Autoencoder Based Approach to Simulate Sports GamesCode1
An Efficient, Parallelized Algorithm for Optimal Conditional Entropy-Based Feature SelectionCode1
A Credibility-aware Swarm-Federated Deep Learning Framework in Internet of VehiclesCode1
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply ChainCode1
AutoOED: Automated Optimal Experiment Design PlatformCode1
A comparative study of fairness-enhancing interventions in machine learningCode1
An empirical evaluation of active inference in multi-armed banditsCode1
An Experience Report on Machine Learning Reproducibility: Guidance for Practitioners and TensorFlow Model Garden ContributorsCode1
Deep Learning Based Text Classification: A Comprehensive ReviewCode1
Adversarial Machine Learning: Bayesian PerspectivesCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified