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 8826–8850 of 10033 papers

Title	Date	Tasks	Status
Minimum Viable Model Estimates for Machine Learning Projects	Jan 2, 2021	BIG-bench Machine LearningManagement	CodeCode Available
Using Probabilistic Machine Learning to Better Model Temporal Patterns in Parameterizations: a case study with the Lorenz 96 model	Mar 28, 2022	BIG-bench Machine Learningmodel	CodeCode Available
Mining Coronavirus (COVID-19) Posts in Social Media	Mar 28, 2020	BIG-bench Machine Learning	CodeCode Available
ensmallen: a flexible C++ library for efficient function optimization	Oct 22, 2018	BIG-bench Machine Learning	CodeCode Available
Ensemble of Neural Classifiers for Scoring Knowledge Base Triples	Mar 15, 2017	BIG-bench Machine LearningEntity Retrieval	CodeCode Available
Mining for Dark Matter Substructure: Inferring subhalo population properties from strong lenses with machine learning	Sep 4, 2019	BIG-bench Machine Learning	CodeCode Available
Ensemble learning with 3D convolutional neural networks for connectome-based prediction	Sep 11, 2018	BIG-bench Machine LearningEnsemble Learning	CodeCode Available
Leveraging Expert Consistency to Improve Algorithmic Decision Support	Jan 24, 2021	BIG-bench Machine Learning	CodeCode Available
Rademacher Complexity for Adversarially Robust Generalization	Oct 29, 2018	BIG-bench Machine Learning	CodeCode Available
Self Driving RC Car using Behavioral Cloning	Oct 10, 2019	BIG-bench Machine Learning	CodeCode Available
Variance Reduced Local SGD with Lower Communication Complexity	Dec 30, 2019	BIG-bench Machine Learning	CodeCode Available
Training Machine Learning Models by Regularizing their Explanations	Sep 29, 2018	BIG-bench Machine Learning	CodeCode Available
An Empirical Study of Rich Subgroup Fairness for Machine Learning	Aug 24, 2018	BIG-bench Machine LearningFairness	CodeCode Available
Min-Max Bilevel Multi-objective Optimization with Applications in Machine Learning	Mar 3, 2022	BIG-bench Machine LearningBilevel Optimization	CodeCode Available
What is Local Optimality in Nonconvex-Nonconcave Minimax Optimization?	Feb 2, 2019	BIG-bench Machine LearningMulti-agent Reinforcement Learning	CodeCode Available
Feature engineering workflow for activity recognition from synchronized inertial measurement units	Dec 18, 2019	Activity RecognitionBIG-bench Machine Learning	CodeCode Available
Leveraging power grid topology in machine learning assisted optimal power flow	Oct 1, 2021	BIG-bench Machine Learning	CodeCode Available
Rafiki: Machine Learning as an Analytics Service System	Apr 17, 2018	AutoMLBIG-bench Machine Learning	CodeCode Available
Misplaced Trust: Measuring the Interference of Machine Learning in Human Decision-Making	May 22, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available
An Empirical Investigation of Catastrophic Forgetting in Gradient-Based Neural Networks	Dec 21, 2013	BIG-bench Machine Learning	CodeCode Available
MISSION: Ultra Large-Scale Feature Selection using Count-Sketches	Jun 12, 2018	BIG-bench Machine Learningfeature selection	CodeCode Available
Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferring	Jan 16, 2022	BIG-bench Machine LearningDrug Discovery	CodeCode Available
Ensemble Distillation for Robust Model Fusion in Federated Learning	Jun 12, 2020	BIG-bench Machine LearningFederated Learning	CodeCode Available
Using Machine Learning to Emulate Agent-Based Simulations	May 5, 2020	BIG-bench Machine LearningCPU	CodeCode Available
ARDA: Automatic Relational Data Augmentation for Machine Learning	Mar 21, 2020	BIG-bench Machine LearningData Augmentation	CodeCode Available

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Benchmark Results

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