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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 151–175 of 10033 papers

TitleStatusHype
Leveraging Adversarial Examples to Quantify Membership Information LeakageCode1
Distributed-Memory Sparse Kernels for Machine LearningCode1
The Health Gym: Synthetic Health-Related Datasets for the Development of Reinforcement Learning AlgorithmsCode1
An integrated Auto Encoder-Block Switching defense approach to prevent adversarial attacksCode1
SparseChem: Fast and accurate machine learning model for small moleculesCode1
Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource DescriptionsCode1
ImageNet-Patch: A Dataset for Benchmarking Machine Learning Robustness against Adversarial PatchesCode1
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and InsightsCode1
Machine Learning Simulates Agent-Based Model Towards PolicyCode1
UDAAN: Machine Learning based Post-Editing tool for Document TranslationCode1
XAutoML: A Visual Analytics Tool for Understanding and Validating Automated Machine LearningCode1
Learning from the Pros: Extracting Professional Goalkeeper Technique from Broadcast FootageCode1
Model Reprogramming: Resource-Efficient Cross-Domain Machine LearningCode1
Myriad: a real-world testbed to bridge trajectory optimization and deep learningCode1
GEMA: An open-source Python library for self-organizing-mapsCode1
The Shapley Value in Machine LearningCode1
Compute Trends Across Three Eras of Machine LearningCode1
Training OOD Detectors in their Natural HabitatsCode1
BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine LearningCode1
Emblaze: Illuminating Machine Learning Representations through Interactive Comparison of Embedding SpacesCode1
Differentially Private Graph Classification with GNNsCode1
Rethinking Explainability as a Dialogue: A Practitioner's PerspectiveCode1
Achieving Fairness at No Utility Cost via Data Reweighing with InfluenceCode1
DELAUNAY: a dataset of abstract art for psychophysical and machine learning researchCode1
Crystal structure prediction with machine learning-based element substitutionCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified