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 9851–9875 of 10033 papers

Title	Date	Tasks	Status
Unsupervised Generative Modeling Using Matrix Product States	Sep 6, 2017	BIG-bench Machine Learning	CodeCode Available
Adversarial Attacks and Defences Competition	Mar 31, 2018	BIG-bench Machine Learning	CodeCode Available
Interpreting Machine Learning Malware Detectors Which Leverage N-gram Analysis	Jan 27, 2020	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available
Demystifying Black-box Models with Symbolic Metamodels	Dec 1, 2019	BIG-bench Machine Learning	CodeCode Available
A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals	Jun 9, 2020	BIG-bench Machine Learning	CodeCode Available
Open-set Recognition based on the Combination of Deep Learning and Ensemble Method for Detecting Unknown Traffic Scenarios	May 17, 2021	Autonomous DrivingBIG-bench Machine Learning	CodeCode Available
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting	Dec 22, 2018	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available
Putting a bug in ML: The moth olfactory network learns to read MNIST	Feb 15, 2018	BIG-bench Machine LearningTransfer Learning	CodeCode Available
Deep Super Learner: A Deep Ensemble for Classification Problems	Mar 6, 2018	BIG-bench Machine LearningClassification	CodeCode Available
Intersectionality: Multiple Group Fairness in Expectation Constraints	Nov 25, 2018	BIG-bench Machine LearningFairness	CodeCode Available
Understanding Concept Drift	Apr 2, 2017	BIG-bench Machine Learning	CodeCode Available
Towards a Job Title Classification System	Jun 2, 2016	BIG-bench Machine LearningClassification	CodeCode Available
Concrete Problems in AI Safety	Jun 21, 2016	BIG-bench Machine LearningSafe Exploration	CodeCode Available
Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle	Nov 30, 2017	BIG-bench Machine Learning	CodeCode Available
A Simple yet Brisk and Efficient Active Learning Platform for Text Classification	Jan 31, 2021	Active LearningBIG-bench Machine Learning	CodeCode Available
Sample-efficient learning of quantum many-body systems	Apr 15, 2020	BIG-bench Machine Learning	CodeCode Available
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation	Apr 25, 2017	BIG-bench Machine LearningEnsemble Learning	CodeCode Available
A Machine-learning Based Ensemble Method For Anti-patterns Detection	Jan 29, 2019	BIG-bench Machine Learning	CodeCode Available
A Simple Baseline Algorithm for Graph Classification	Oct 22, 2018	BIG-bench Machine LearningClassification	CodeCode Available
Machine Learning Pipelines with Modern Big Data Tools for High Energy Physics	Sep 23, 2019	BIG-bench Machine LearningCPU	CodeCode Available
Introducing a Family of Synthetic Datasets for Research on Bias in Machine Learning	Jul 19, 2021	BIG-bench Machine LearningSensitivity	CodeCode Available
A signature-based machine learning model for bipolar disorder and borderline personality disorder	Jul 22, 2017	BIG-bench Machine LearningTime Series	CodeCode Available
Pylearn2: a machine learning research library	Aug 20, 2013	BIG-bench Machine LearningPhilosophy	CodeCode Available
Introducing ReQuEST: an Open Platform for Reproducible and Quality-Efficient Systems-ML Tournaments	Jan 19, 2018	BIG-bench Machine Learning	CodeCode Available
Optimal Adaptive and Accelerated Stochastic Gradient Descent	Oct 1, 2018	BIG-bench Machine LearningStochastic Optimization	CodeCode Available

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Benchmark Results

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