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 1501–1525 of 10033 papers

Title	Date	Tasks	Status	Score
ATM: A distributed, collaborative, scalable system for automated machine learning	Dec 11, 2017	AutoMLBIG-bench Machine Learning	CodeCode Available	5
ATMSeer: Increasing Transparency and Controllability in Automated Machine Learning	Feb 13, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Difficulty Translation in Histopathology Images	Apr 27, 2020	BIG-bench Machine LearningTranslation	CodeCode Available	5
Distilling Model Knowledge	Oct 8, 2015	Bayesian InferenceBIG-bench Machine Learning	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 Portable Natural Language Processing Based Phenotyping System	Jul 17, 2018	BIG-bench Machine Learning	CodeCode Available	5
Improving the trustworthiness of image classification models by utilizing bounding-box annotations	Aug 15, 2021	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
A Topology Layer for Machine Learning	May 29, 2019	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
InClass Nets: Independent Classifier Networks for Nonparametric Estimation of Conditional Independence Mixture Models and Unsupervised Classification	Aug 31, 2020	BIG-bench Machine LearningMulti-class Classification	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
Attack-agnostic Adversarial Detection on Medical Data Using Explainable Machine Learning	May 5, 2021	Adversarial AttackAnomaly Detection	CodeCode Available	5
Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approach	Feb 2, 2021	BIG-bench Machine LearningPrediction	CodeCode Available	5
Individualized Prediction of COVID-19 Adverse outcomes with MLHO	Aug 10, 2020	BIG-bench Machine LearningICU Admission	CodeCode Available	5
Developing Bug-Free Machine Learning Systems With Formal Mathematics	Jun 26, 2017	BIG-bench Machine Learning	CodeCode Available	5
Determinantal point processes for machine learning	Jul 25, 2012	BIG-bench Machine LearningPoint Processes	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
Attacking Neural Text Detectors	Feb 19, 2020	BIG-bench Machine LearningMisinformation	CodeCode Available	5
A Decentralized Approach to Bayesian Learning	Jul 14, 2020	BIG-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
Attention-Based Clustering: Learning a Kernel from Context	Oct 2, 2020	BIG-bench Machine LearningClustering	CodeCode Available	5
Attention-based Multi-Input Deep Learning Architecture for Biological Activity Prediction: An Application in EGFR Inhibitors	Jun 12, 2019	Activity PredictionBIG-bench Machine Learning	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
Development of a skateboarding trick classifier using accelerometry and machine learning	May 6, 2020	BIG-bench Machine LearningComputational Efficiency	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