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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 5951–5975 of 10033 papers

TitleStatusHype
Machine learning for molecular simulation—0
Assessing the Frontier: Active Learning, Model Accuracy, and Multi-objective Materials Discovery and Optimization—0
Data Generation for Neural Programming by ExampleCode0
The Threat of Adversarial Attacks on Machine Learning in Network Security -- A Survey—0
Towards the Use of Neural Networks for Influenza Prediction at Multiple Spatial Resolutions—0
Unfairness towards subjective opinions in Machine Learning—0
Designing Evaluations of Machine Learning Models for Subjective Inference: The Case of Sentence Toxicity—0
OpenML-Python: an extensible Python API for OpenMLCode0
Auptimizer -- an Extensible, Open-Source Framework for Hyperparameter TuningCode0
Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications—0
Melanoma detection with electrical impedance spectroscopy and dermoscopy using joint deep learning models—0
Machine Learning using the Variational Predictive Information Bottleneck with a Validation Set—0
Selective machine learning of doubly robust functionals—0
Quasi-Monte Carlo sampling for machine-learning partial differential equations—0
A Comparative Analysis of XGBoost—0
pyannote.audio: neural building blocks for speaker diarizationCode3
Probabilistic Super-Resolution of Solar Magnetograms: Generating Many Explanations and Measuring Uncertainties—0
Auditing and Achieving Intersectional Fairness in Classification Problems—0
Machine Learning meets Number Theory: The Data Science of Birch-Swinnerton-Dyer—0
Generalized Learning with Rejection for Classification and Regression Problems—0
Potential Applications of Machine Learning at Multidisciplinary Medical Team Meetings—0
Ten-year Survival Prediction for Breast Cancer Patients—0
On-Device Machine Learning: An Algorithms and Learning Theory Perspective—0
Machine Learning for high speed channel optimization—0
A Framework to Explore Workload-Specific Performance and Lifetime Trade-offs in Neuromorphic Computing—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified