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 1551–1575 of 10033 papers

Title	Date	Tasks	Status	Score
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
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
A universal synthetic dataset for machine learning on spectroscopic data	Jun 13, 2022	BIG-bench Machine LearningClassification	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
An Accelerated Communication-Efficient Primal-Dual Optimization Framework for Structured Machine Learning	Nov 14, 2017	BIG-bench Machine LearningDistributed Optimization	CodeCode Available	5
Authorship Attribution Using the Chaos Game Representation	Feb 14, 2018	Authorship AttributionBIG-bench Machine Learning	CodeCode Available	5
Highly Efficient Memory Failure Prediction using Mcelog-based Data Mining and Machine Learning	Apr 24, 2021	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
Lattice gauge equivariant convolutional neural networks	Dec 23, 2020	BIG-bench Machine Learning	CodeCode Available	5
DiffEqFlux.jl - A Julia Library for Neural Differential Equations	Feb 6, 2019	BIG-bench Machine Learning	CodeCode Available	5
Learn&Fuzz: Machine Learning for Input Fuzzing	Jan 25, 2017	BIG-bench Machine Learning	CodeCode Available	5
Learning Algebraic Structures: Preliminary Investigations	May 2, 2019	BIG-bench Machine Learning	CodeCode Available	5
Autocalibration and Tweedie-dominance for Insurance Pricing with Machine Learning	Mar 5, 2021	BIG-bench Machine LearningDiagnostic	CodeCode Available	5
An Adversarial Approach for Explaining the Predictions of Deep Neural Networks	May 20, 2020	Adversarial AttackBIG-bench Machine Learning	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
Determinantal point processes for machine learning	Jul 25, 2012	BIG-bench Machine LearningPoint Processes	CodeCode Available	5
Abduction-Based Explanations for Machine Learning Models	Nov 26, 2018	BIG-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
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
A Machine Learning Approach for Employee Retention Prediction	Oct 4, 2021	BIG-bench Machine LearningPrediction	CodeCode Available	5
Learning Gradual Argumentation Frameworks using Genetic Algorithms	Jun 25, 2021	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
Detecting Zones and Threat on 3D Body for Security in Airports using Deep Machine Learning	Feb 2, 2018	BIG-bench Machine Learning	CodeCode Available	5
Addressing multiple metrics of group fairness in data-driven decision making	Mar 10, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Detecting state of aggression in sentences using CNN	Apr 22, 2016	BIG-bench Machine LearningSentence	CodeCode Available	5

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Benchmark Results

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