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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 751–775 of 10033 papers

TitleStatusHype
A Preliminary Study of Neural Network-based Approximation for HPC ApplicationsCode1
Applied Federated Learning: Improving Google Keyboard Query SuggestionsCode1
An Introduction to Deep Reinforcement LearningCode1
fastMRI: An Open Dataset and Benchmarks for Accelerated MRICode1
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networksCode1
Aequitas: A Bias and Fairness Audit ToolkitCode1
Fashionable Modelling with FluxCode1
Explaining Machine Learning Models using Entropic Variable ProjectionCode1
A System for Massively Parallel Hyperparameter TuningCode1
Energy Flow Networks: Deep Sets for Particle JetsCode1
Understanding the Origins of Bias in Word EmbeddingsCode1
On the Art and Science of Machine Learning ExplanationsCode1
Model Cards for Model ReportingCode1
Characterizing classification datasets: a study of meta-features for meta-learningCode1
OBOE: Collaborative Filtering for AutoML Model SelectionCode1
Subsampled Rényi Differential Privacy and Analytical Moments AccountantCode1
Confidence Intervals for Testing Disparate Impact in Fair LearningCode1
Machine Learning with Membership Privacy using Adversarial RegularizationCode1
LeFlow: Enabling Flexible FPGA High-Level Synthesis of Tensorflow Deep Neural NetworksCode1
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning ModelsCode1
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfacesCode1
Meta-learning with differentiable closed-form solversCode1
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of ServiceCode1
Mapping Images to Psychological Similarity Spaces Using Neural NetworksCode1
The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesionsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified