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 1801–1825 of 10033 papers

Title	Date	Tasks	Status	Score
DeepSim: A Reinforcement Learning Environment Build Toolkit for ROS and Gazebo	May 17, 2022	BIG-bench Machine Learningreinforcement-learning	CodeCode Available	5
Deep Spatial Learning with Molecular Vibration	Nov 14, 2020	BIG-bench Machine LearningComputational chemistry	CodeCode Available	5
Bayesian Stress Testing of Models in a Classification Hierarchy	May 25, 2020	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Residual Mixture Models	Jun 22, 2020	BIG-bench Machine Learning	CodeCode Available	5
Bayes-Optimal Classifiers under Group Fairness	Feb 20, 2022	BIG-bench Machine LearningDecision Making	CodeCode Available	5
BayesPCN: A Continually Learnable Predictive Coding Associative Memory	May 20, 2022	BIG-bench Machine LearningMeta-Learning	CodeCode Available	5
Achieving Model Fairness in Vertical Federated Learning	Sep 17, 2021	BIG-bench Machine LearningFairness	CodeCode Available	5
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction	Sep 4, 2020	BIG-bench Machine LearningPrediction	CodeCode Available	5
Overton: A Data System for Monitoring and Improving Machine-Learned Products	Sep 7, 2019	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
Paradoxes in Fair Machine Learning	Dec 1, 2019	BIG-bench Machine LearningFairness	CodeCode Available	5
Algorithm as Experiment: Machine Learning, Market Design, and Policy Eligibility Rules	Apr 26, 2021	BIG-bench Machine LearningDecision Making	CodeCode Available	5
An Enhanced Electrocardiogram Biometric Authentication System Using Machine Learning	Jun 30, 2019	BIG-bench Machine Learning	CodeCode Available	5
Parameterized quantum circuits as machine learning models	Jun 18, 2019	BIG-bench Machine Learning	CodeCode Available	5
Applying Genetic Programming to Improve Interpretability in Machine Learning Models	May 18, 2020	BIG-bench Machine LearningExplainable artificial intelligence	CodeCode Available	5
PASHA: Efficient HPO and NAS with Progressive Resource Allocation	Jul 14, 2022	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	5
An Enhanced Machine Learning-based Biometric Authentication System Using RR-Interval Framed Electrocardiograms	Jul 27, 2019	BIG-bench Machine Learning	CodeCode Available	5
Deep Particulate Matter Forecasting Model Using Correntropy-Induced Loss	Jun 6, 2021	BIG-bench Machine LearningTime Series	CodeCode Available	5
Applying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality	Mar 7, 2017	BIG-bench Machine LearningPrediction	CodeCode Available	5
Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample Datasets	Jul 19, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Applying Deep Learning to Basketball Trajectories	Aug 12, 2016	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
A Bayesian Perspective of Statistical Machine Learning for Big Data	Nov 9, 2018	BIG-bench Machine LearningGaussian Processes	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
A Data-Driven Approach for Generating Synthetic Load Patterns and Usage Habits	Jul 8, 2020	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