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 9476–9500 of 10033 papers

Title	Date	Tasks	Status
Smoke Testing for Machine Learning: Simple Tests to Discover Severe Defects	Sep 3, 2020	BIG-bench Machine Learningsoftware testing	CodeCode Available
Topological data analysis and clustering	Jan 22, 2022	BIG-bench Machine LearningClustering	CodeCode Available
Investigating Membership Inference Attacks under Data Dependencies	Oct 23, 2020	BIG-bench Machine LearningInference Attack	CodeCode Available
Counterfactual Fairness	Mar 20, 2017	BIG-bench Machine LearningCausal Inference	CodeCode Available
A Brief Introduction to Machine Learning for Engineers	Sep 8, 2017	BIG-bench Machine Learning	CodeCode Available
Prediction of soft proton intensities in the near-Earth space using machine learning	May 11, 2021	AstronomyBIG-bench Machine Learning	CodeCode Available
Hybrid Ensemble for Fake News Detection: An attempt	Jun 13, 2022	BIG-bench Machine LearningDeep Learning	CodeCode Available
Topological Machine Learning for Mixed Numeric and Categorical Data	Mar 10, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Machine Learning for Exam Triage	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available
Restoring the Sister: Reconstructing a Lexicon from Sister Languages using Neural Machine Translation	Jun 1, 2021	BIG-bench Machine LearningDecoder	CodeCode Available
Machine learning for faster and smarter fluorescence lifetime imaging microscopy	Aug 5, 2020	BIG-bench Machine LearningImage Denoising	CodeCode Available
Restricted Boltzmann Machines: Introduction and Review	Jun 19, 2018	BIG-bench Machine Learning	CodeCode Available
Hybrid Machine Learning Forecasts for the UEFA EURO 2020	Jun 7, 2021	BIG-bench Machine LearningHybrid Machine Learning	CodeCode Available
Benchmark and Survey of Automated Machine Learning Frameworks	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available
Results of a Single Blind Literary Taste Test with Short Anonymized Novel Fragments	Nov 3, 2020	BIG-bench Machine LearningOpen-Ended Question Answering	CodeCode Available
Hybrid Machine Learning Models of Classifying Residential Requests for Smart Dispatching	Dec 22, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Topological Machine Learning for Multivariate Time Series	Nov 27, 2019	Activity RecognitionBIG-bench Machine Learning	CodeCode Available
A Pitfall of Learning from User-generated Data: In-depth Analysis of Subjective Class Problem	Mar 24, 2020	BIG-bench Machine Learning	CodeCode Available
Towards Quality Assurance of Software Product Lines with Adversarial Configurations	Sep 16, 2019	BIG-bench Machine Learning	CodeCode Available
Nuanced Metrics for Measuring Unintended Bias with Real Data for Text Classification	Mar 11, 2019	BIG-bench Machine LearningFairness	CodeCode Available
Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample Datasets	Jul 19, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Differentiable Iterated Function Systems	Mar 2, 2022	BIG-bench Machine Learning	CodeCode Available
AMPL: A Data-Driven Modeling Pipeline for Drug Discovery	Nov 13, 2019	BIG-bench Machine LearningDrug Discovery	CodeCode Available
Hyperbolic Graph Neural Networks	Oct 28, 2019	BIG-bench Machine LearningRepresentation Learning	CodeCode Available
Counterfactual diagnosis	Oct 15, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available

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Benchmark Results

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