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 1601–1650 of 10033 papers

Title	Date	Tasks	Status	Score
Machine learning classification of non-Markovian noise disturbing quantum dynamics	Jan 8, 2021	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Machine learning approach of automatic identification and counting of blood cells	Sep 5, 2019	BIG-bench Machine LearningBlood Cell Count	CodeCode Available	5
Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation	Jun 6, 2017	BIG-bench Machine Learning	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 quantum-inspired classical algorithm for recommendation systems	Jul 10, 2018	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
Machine learning approach to remove ion interference effect in agricultural nutrient solutions	Jul 25, 2019	BIG-bench Machine Learning	CodeCode Available	5
Addressing machine learning concept drift reveals declining vaccine sentiment during the COVID-19 pandemic	Dec 3, 2020	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
ACMo: Angle-Calibrated Moment Methods for Stochastic Optimization	Jun 12, 2020	BIG-bench Machine LearningStochastic Optimization	CodeCode Available	5
Machine Learning at the Wireless Edge: Distributed Stochastic Gradient Descent Over-the-Air	Jan 3, 2019	BIG-bench Machine LearningQuantization	CodeCode Available	5
Adversarial Reprogramming of Neural Networks	Jun 28, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Machine Learning Based Analysis of Finnish World War II Photographers	Apr 22, 2019	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
Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey	Feb 16, 2021	BIG-bench Machine Learning	CodeCode Available	5
Addressing Fairness, Bias and Class Imbalance in Machine Learning: the FBI-loss	May 13, 2021	BIG-bench Machine LearningDecision Making	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
Machine-Learning Based Objective Function Selection for Community Detection	Mar 25, 2022	BIG-bench Machine LearningCommunity Detection	CodeCode Available	5
Machine Learning Calabi-Yau Hypersurfaces	Dec 12, 2021	BIG-bench Machine LearningClustering	CodeCode Available	5
Investigating Membership Inference Attacks under Data Dependencies	Oct 23, 2020	BIG-bench Machine LearningInference Attack	CodeCode Available	5
Automated Machine Learning: State-of-The-Art and Open Challenges	Jun 5, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Efficient Representation Learning Using Random Walks for Dynamic Graphs	Jan 5, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
apsis - Framework for Automated Optimization of Machine Learning Hyper Parameters	Mar 10, 2015	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	5
Machine Learning Cryptanalysis of a Quantum Random Number Generator	May 7, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Detecting Attackable Sentences in Arguments	Oct 6, 2020	BIG-bench Machine LearningSentence	CodeCode Available	5
Machine Learning Enabled Discovery of Application Dependent Design Principles for Two-dimensional Materials	Mar 19, 2020	BIG-bench Machine Learning	CodeCode Available	5
Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia	Aug 1, 2017	BIG-bench Machine Learning	CodeCode Available	5
Automated Problem Identification: Regression vs Classification via Evolutionary Deep Networks	Jul 3, 2017	BIG-bench Machine LearningClassification	CodeCode Available	5
Machine Learning Estimation of Heterogeneous Treatment Effects with Instruments	May 24, 2019	BIG-bench Machine Learning	CodeCode Available	5
Machine Learning Featurizations for AI Hacking of Political Systems	Oct 8, 2021	BIG-bench Machine Learning	CodeCode Available	5
Detecting and analysing spontaneous oral cancer speech in the wild	Jul 28, 2020	BIG-bench Machine Learning	CodeCode Available	5
Density Fixing: Simple yet Effective Regularization Method based on the Class Prior	Jul 8, 2020	BIG-bench Machine Learning	CodeCode Available	5
Density reconstruction from schlieren images through Bayesian nonparametric models	Jan 13, 2022	BIG-bench Machine LearningDensity Estimation	CodeCode Available	5
Automated Seismic Source Characterisation Using Deep Graph Neural Networks	Sep 16, 2020	BIG-bench Machine LearningGraph Neural Network	CodeCode Available	5
Machine Learning for Mechanical Ventilation Control	Feb 12, 2021	BIG-bench Machine Learning	CodeCode Available	5
Machine learning for music genre: multifaceted review and experimentation with audioset	Nov 28, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Machine Learning for Neuroimaging with Scikit-Learn	Dec 12, 2014	BIG-bench Machine LearningTime Series	CodeCode Available	5
Machine Learning for Online Algorithm Selection under Censored Feedback	Sep 13, 2021	BIG-bench Machine LearningThompson Sampling	CodeCode Available	5
Machine Learning for RealisticBall Detection in RoboCup SPL	Jul 12, 2017	BIG-bench Machine Learning	CodeCode Available	5
Seizure Type Classification using EEG signals and Machine Learning: Setting a benchmark	Feb 4, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
Machine learning for the diagnosis of Parkinson's disease: A systematic review	Oct 13, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Machine Learning for Utility Prediction in Argument-Based Computational Persuasion	Dec 9, 2021	BIG-bench Machine Learning	CodeCode Available	5
Detecting state of aggression in sentences using CNN	Apr 22, 2016	BIG-bench Machine LearningSentence	CodeCode Available	5
A Machine Learning alternative to placebo-controlled clinical trials upon new diseases: A primer	Mar 26, 2020	BIG-bench Machine Learning	CodeCode Available	5
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting	Dec 22, 2018	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available	5
Machine Learning in Downlink Coordinated Multipoint in Heterogeneous Networks	Aug 30, 2016	BIG-bench Machine LearningPICO	CodeCode Available	5
A Clustering-based Framework for Classifying Data Streams	Jun 22, 2021	BIG-bench Machine LearningClustering	CodeCode Available	5
Machine learning of Kondo physics using variational autoencoders and symbolic regression	Jul 16, 2021	BIG-bench Machine Learningregression	CodeCode Available	5
Analysis \| OPEN \| Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data	Jun 17, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
A Primer on Neural Network Models for Natural Language Processing	Oct 2, 2015	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