BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 1876–1900 of 10033 papers

Title	Date	Tasks	Status	Score
Probing hidden spin order with interpretable machine learning	Apr 23, 2018	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
Density reconstruction from schlieren images through Bayesian nonparametric models	Jan 13, 2022	BIG-bench Machine LearningDensity Estimation	CodeCode Available	5
Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia	Aug 1, 2017	BIG-bench Machine Learning	CodeCode Available	5
Propensity-to-Pay: Machine Learning for Estimating Prediction Uncertainty	Aug 27, 2020	BIG-bench Machine LearningBinary Classification	CodeCode Available	5
Differentiable Iterated Function Systems	Mar 2, 2022	BIG-bench Machine Learning	CodeCode Available	5
Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning	Jul 16, 2016	BIG-bench Machine Learning	CodeCode Available	5
DeepNNK: Explaining deep models and their generalization using polytope interpolation	Jul 20, 2020	BIG-bench Machine LearningInterpretability Techniques for Deep Learning	CodeCode Available	5
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study	Jul 4, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Deep Particulate Matter Forecasting Model Using Correntropy-Induced Loss	Jun 6, 2021	BIG-bench Machine LearningTime Series	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
Achievable Information Rates for Nonlinear Fiber Communication via End-to-end Autoencoder Learning	Apr 20, 2018	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning with Topological Signatures	Jul 13, 2017	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
A Generalized Flow for B2B Sales Predictive Modeling: An Azure Machine Learning Approach	Feb 4, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Deep Learning strategies for ProtoDUNE raw data denoising	Mar 2, 2021	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Algorithm-Agnostic Explainability for Unsupervised Clustering	May 17, 2021	BIG-bench Machine LearningClustering	CodeCode Available	5
Benchmarking Contemporary Deep Learning Hardware and Frameworks:A Survey of Qualitative Metrics	Jul 5, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
An Experimentally Driven Automated Machine Learned lnter-Atomic Potential for a Refractory Oxide	Sep 9, 2020	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning Super-Diffusion in Multiplex Networks	Nov 9, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Application of Machine Learning in Rock Facies Classification with Physics-Motivated Feature Augmentation	Aug 29, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Learning for Classical Japanese Literature	Dec 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Quantifying the Carbon Emissions of Machine Learning	Oct 21, 2019	BIG-bench Machine Learning	CodeCode Available	5
A General Machine Learning Framework for Survival Analysis	Jun 27, 2020	BIG-bench Machine LearningData Augmentation	CodeCode Available	5
Deep Learning for Classification Tasks on Geospatial Vector Polygons	Jun 11, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Fb232	account and password	100	—	Unverified