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 1526–1550 of 10033 papers

Title	Date	Tasks	Status	Score
DiffEqFlux.jl - A Julia Library for Neural Differential Equations	Feb 6, 2019	BIG-bench Machine Learning	CodeCode Available	5
Investigating Membership Inference Attacks under Data Dependencies	Oct 23, 2020	BIG-bench Machine LearningInference Attack	CodeCode Available	5
Attribution of Gradient Based Adversarial Attacks for Reverse Engineering of Deceptions	Mar 19, 2021	AttributeBIG-bench Machine Learning	CodeCode Available	5
Developing Bug-Free Machine Learning Systems With Formal Mathematics	Jun 26, 2017	BIG-bench Machine Learning	CodeCode Available	5
Developing a Portable Natural Language Processing Based Phenotyping System	Jul 17, 2018	BIG-bench Machine Learning	CodeCode Available	5
A Tutorial on Independent Component Analysis	Apr 11, 2014	BIG-bench Machine Learning	CodeCode Available	5
Intersectionality: Multiple Group Fairness in Expectation Constraints	Nov 25, 2018	BIG-bench Machine LearningFairness	CodeCode Available	5
A Multi-level procedure for enhancing accuracy of machine learning algorithms	Sep 20, 2019	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available	5
A Typology for Exploring the Mitigation of Shortcut Behavior	Mar 4, 2022	BIG-bench Machine Learning	CodeCode Available	5
Development of a skateboarding trick classifier using accelerometry and machine learning	May 6, 2020	BIG-bench Machine LearningComputational Efficiency	CodeCode Available	5
A Decentralized Approach to Bayesian Learning	Jul 14, 2020	BIG-bench Machine Learning	CodeCode Available	5
A Repository of Conversational Datasets	Apr 13, 2019	BIG-bench Machine LearningConversational Response Selection	CodeCode Available	5
Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective study	Sep 1, 2021	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Developing a machine learning framework for estimating soil moisture with VNIR hyperspectral data	Apr 24, 2018	BIG-bench Machine Learningfeature selection	CodeCode Available	5
Developing a Fidelity Evaluation Approach for Interpretable Machine Learning	Jun 16, 2021	BIG-bench Machine LearningExplainable Artificial Intelligence (XAI)	CodeCode Available	5
Developing an App to interpret Chest X-rays to support the diagnosis of respiratory pathology with Artificial Intelligence	Jun 26, 2019	BIG-bench Machine LearningDiagnostic	CodeCode Available	5
Augmentor: An Image Augmentation Library for Machine Learning	Aug 11, 2017	BIG-bench Machine LearningData Augmentation	CodeCode Available	5
LIBS2ML: A Library for Scalable Second Order Machine Learning Algorithms	Apr 20, 2019	BIG-bench Machine LearningSecond-order methods	CodeCode Available	5
A real-time iterative machine learning approach for temperature profile prediction in additive manufacturing processes	Jul 28, 2019	BIG-bench Machine Learning	CodeCode Available	5
Determining the best classifier for predicting the value of a boolean field on a blood donor database using genetic algorithms	Feb 21, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Detection of False Positive and False Negative Samples in Semantic Segmentation	Dec 8, 2019	Autonomous DrivingBIG-bench Machine Learning	CodeCode Available	5
Detection of Adversarial Training Examples in Poisoning Attacks through Anomaly Detection	Feb 8, 2018	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
Addressing the Fundamental Tension of PCGML with Discriminative Learning	Sep 10, 2018	BIG-bench Machine Learningvalid	CodeCode Available	5
ARDA: Automatic Relational Data Augmentation for Machine Learning	Mar 21, 2020	BIG-bench Machine LearningData Augmentation	CodeCode Available	5
Detection, localisation and tracking of pallets using machine learning techniques and 2D range data	Mar 29, 2018	BIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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