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 9826–9850 of 10033 papers

Title	Date	Tasks	Status
Machine Learning of Partial Differential Equations from Noise Data	Sep 28, 2020	BIG-bench Machine Learning	CodeCode Available
Vision-based inspection system employing computer vision & neural networks for detection of fractures in manufactured components	Jan 25, 2019	BIG-bench Machine Learning	CodeCode Available
Assessing Sensitivity of Machine Learning Predictions.A Novel Toolbox with an Application to Financial Literacy	Feb 8, 2021	BIG-bench Machine LearningSensitivity	CodeCode Available
OPAM: Online Purchasing-behavior Analysis using Machine learning	Feb 2, 2021	BIG-bench Machine LearningPartial Label Learning	CodeCode Available
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine Learning	Jan 31, 2020	BIG-bench Machine Learningglobal-optimization	CodeCode Available
An Interactive Visualization Tool for Understanding Active Learning	Nov 9, 2021	Active LearningBIG-bench Machine Learning	CodeCode Available
Baidu Apollo Auto-Calibration System - An Industry-Level Data-Driven and Learning based Vehicle Longitude Dynamic Calibrating Algorithm	Aug 30, 2018	Autonomous DrivingAutonomous Vehicles	CodeCode Available
OpenBioLink: A benchmarking framework for large-scale biomedical link prediction	Dec 10, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Density reconstruction from schlieren images through Bayesian nonparametric models	Jan 13, 2022	BIG-bench Machine LearningDensity Estimation	CodeCode Available
Is your model predicting the past?	Jun 23, 2022	BIG-bench Machine Learningmodel	CodeCode Available
Using Apple Machine Learning Algorithms to Detect and Subclassify Non-Small Cell Lung Cancer	Aug 24, 2018	BIG-bench Machine LearningDiagnostic	CodeCode Available
Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence Functions	Jun 14, 2021	BIG-bench Machine LearningIncremental Learning	CodeCode Available
SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee Correctness	Aug 21, 2017	BIG-bench Machine Learning	CodeCode Available
Machine Learning on data with sPlot background subtraction	May 28, 2019	BIG-bench Machine Learning	CodeCode Available
Transparent Single-Cell Set Classification with Kernel Mean Embeddings	Jan 18, 2022	BIG-bench Machine LearningClassification	CodeCode Available
OpenML: An R Package to Connect to the Machine Learning Platform OpenML	Jan 5, 2017	BIG-bench Machine Learning	CodeCode Available
OpenML Benchmarking Suites	Aug 11, 2017	BenchmarkingBIG-bench Machine Learning	CodeCode Available
OpenML: networked science in machine learning	Jul 29, 2014	BIG-bench Machine Learning	CodeCode Available
Conflicting Interactions Among Protection Mechanisms for Machine Learning Models	Jul 5, 2022	BIG-bench Machine Learning	CodeCode Available
Interpretation of machine learning predictions for patient outcomes in electronic health records	Mar 14, 2019	BIG-bench Machine LearningFeature Importance	CodeCode Available
OpenML-Python: an extensible Python API for OpenML	Nov 6, 2019	BIG-bench Machine Learning	CodeCode Available
Interpretation of Neural Networks is Fragile	Oct 29, 2017	BIG-bench Machine LearningFeature Importance	CodeCode Available
Integration of Leaky-Integrate-and-Fire-Neurons in Deep Learning Architectures	Apr 28, 2020	BIG-bench Machine Learningimage-classification	CodeCode Available
Conditional independence testing: a predictive perspective	Jul 31, 2019	BIG-bench Machine Learning	CodeCode Available
Machine Learning on Sequential Data Using a Recurrent Weighted Average	Mar 3, 2017	BIG-bench Machine LearningClassification	CodeCode Available

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Benchmark Results

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