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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 251–275 of 10033 papers

TitleStatusHype
AdaBoost-CNN: An adaptive boosting algorithm for convolutional neural networks to classify multi-class imbalanced datasets using transfer learningCode1
Equivariant Graph Neural Networks for 3D Macromolecular StructureCode1
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine LearningCode1
Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine LearningCode1
Challenges in Representation Learning: A report on three machine learning contestsCode1
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of ServiceCode1
A graph representation of molecular ensembles for polymer property predictionCode1
A benchmark study on reliable molecular supervised learning via Bayesian learningCode1
Cardea: An Open Automated Machine Learning Framework for Electronic Health RecordsCode1
By-passing the Kohn-Sham equations with machine learningCode1
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield PredictionCode1
Canonicalizing Knowledge Base LiteralsCode1
Case study: Mapping potential informal settlements areas in Tegucigalpa with machine learning to plan ground surveyCode1
Climate-Invariant Machine LearningCode1
Convolutional LSTM Network: A Machine Learning Approach for Precipitation NowcastingCode1
Coresets for Data-efficient Training of Machine Learning ModelsCode1
A community-powered search of machine learning strategy space to find NMR property prediction modelsCode1
Bias in Machine Learning Software: Why? How? What to do?Code1
BIKED: A Dataset for Computational Bicycle Design with Machine Learning BenchmarksCode1
Beyond Trivial Counterfactual Explanations with Diverse Valuable ExplanationsCode1
Beta Shapley: a Unified and Noise-reduced Data Valuation Framework for Machine LearningCode1
Bias in Automated Speaker RecognitionCode1
Boosting on the shoulders of giants in quantum device calibrationCode1
Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languagesCode1
Benchmarking Econometric and Machine Learning Methodologies in NowcastingCode1
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Benchmark Results

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