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 1851–1875 of 10033 papers

Title	Date	Tasks	Status	Score
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting	Dec 22, 2018	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available	5
Practical and Configurable Network Traffic Classification Using Probabilistic Machine Learning	Jul 10, 2021	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Super Learner: A Deep Ensemble for Classification Problems	Mar 6, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
DeepSim: A Reinforcement Learning Environment Build Toolkit for ROS and Gazebo	May 17, 2022	BIG-bench Machine Learningreinforcement-learning	CodeCode Available	5
Algorithmic Factors Influencing Bias in Machine Learning	Apr 28, 2021	BIG-bench Machine LearningManagement	CodeCode Available	5
Deep Spatial Learning with Molecular Vibration	Nov 14, 2020	BIG-bench Machine LearningComputational chemistry	CodeCode Available	5
Deep Residual Mixture Models	Jun 22, 2020	BIG-bench Machine Learning	CodeCode Available	5
Bias and Priors in Machine Learning Calibrations for High Energy Physics	May 10, 2022	BIG-bench Machine LearningVocal Bursts Intensity Prediction	CodeCode Available	5
Predicting Rainfall using Machine Learning Techniques	Oct 29, 2019	BIG-bench Machine Learning	CodeCode Available	5
Predicting SMT Solver Performance for Software Verification	Jan 30, 2017	BIG-bench Machine Learning	CodeCode Available	5
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction	Sep 4, 2020	BIG-bench Machine LearningPrediction	CodeCode Available	5
Bias Disparity in Collaborative Recommendation: Algorithmic Evaluation and Comparison	Aug 2, 2019	BIG-bench Machine LearningFairness	CodeCode Available	5
LIMEADE: From AI Explanations to Advice Taking	Mar 9, 2020	BIG-bench Machine Learningimage-classification	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
Transfer Learning for Risk Classification of Social Media Posts: Model Evaluation Study	Jul 4, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning with Topological Signatures	Jul 13, 2017	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Privacy and Trust Redefined in Federated Machine Learning	Mar 29, 2021	BIG-bench Machine LearningFederated Learning	CodeCode Available	5
Secure Summation via Subset Sums: A New Primitive for Privacy-Preserving Distributed Machine Learning	Jun 27, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments	Dec 7, 2019	BIG-bench Machine LearningCPU	CodeCode Available	5
Active Learning amidst Logical Knowledge	Sep 26, 2017	Active LearningBIG-bench Machine Learning	CodeCode Available	5
Bidirectional Recurrent Neural Networks for Medical Event Detection in Electronic Health Records	Jun 25, 2016	BIG-bench Machine LearningEvent Detection	CodeCode Available	5
Private Graph Extraction via Feature Explanations	Jun 29, 2022	BIG-bench Machine LearningGraph Reconstruction	CodeCode Available	5
Fair Machine Learning under Limited Demographically Labeled Data	Jun 3, 2021	BIG-bench Machine LearningBilevel Optimization	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5

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Benchmark Results

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