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 9251–9275 of 10033 papers

Title	Date	Tasks	Status
Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation	May 10, 2022	AttributeBenchmarking	CodeCode Available
Graph Signal Recovery Using Restricted Boltzmann Machines	Nov 20, 2020	BIG-bench Machine LearningDenoising	CodeCode Available
Adversarial-Playground: A Visualization Suite for Adversarial Sample Generation	Jun 6, 2017	BIG-bench Machine Learning	CodeCode Available
SimHawNet: A Modified Hawkes Process for Temporal Network Simulation	Mar 14, 2022	BIG-bench Machine LearningLink Prediction	CodeCode Available
Graph topology inference benchmarks for machine learning	Jul 16, 2020	BIG-bench Machine LearningClustering	CodeCode Available
MusicMood: Predicting the mood of music from song lyrics using machine learning	Nov 1, 2016	BIG-bench Machine LearningMusic Recommendation	CodeCode Available
Distributed deep learning on edge-devices: feasibility via adaptive compression	Feb 15, 2017	BIG-bench Machine LearningCPU	CodeCode Available
Supervised learning from noisy observations: Combining machine-learning techniques with data assimilation	Jul 14, 2020	BIG-bench Machine Learning	CodeCode Available
GraSPy: Graph Statistics in Python	Mar 29, 2019	BIG-bench Machine Learning	CodeCode Available
Machine Learning Based Forward Solver: An Automatic Framework in gprMax	Nov 23, 2021	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems	Dec 3, 2015	BIG-bench Machine LearningClustering	CodeCode Available
Mycorrhiza: Genotype Assignment usingPhylogenetic Networks	Oct 14, 2020	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings	Apr 3, 2019	BIG-bench Machine LearningWord Embeddings	CodeCode Available
Blackbox Post-Processing for Multiclass Fairness	Jan 12, 2022	BIG-bench Machine LearningBinary Classification	CodeCode Available
Predicting Exporters with Machine Learning	Jul 6, 2021	BIG-bench Machine Learning	CodeCode Available
Reinforcement Learning based Interconnection Routing for Adaptive Traffic Optimization	Aug 13, 2019	BIG-bench Machine Learningreinforcement-learning	CodeCode Available
Named Entity Recognition for Hindi-English Code-Mixed Social Media Text	Jul 1, 2018	BIG-bench Machine LearningEntity Extraction using GAN	CodeCode Available
Distractor Generation for Multiple Choice Questions Using Learning to Rank	Jun 1, 2018	BIG-bench Machine LearningDistractor Generation	CodeCode Available
Through the Data Management Lens: Experimental Analysis and Evaluation of Fair Classification	Jan 18, 2021	BIG-bench Machine LearningClassification	CodeCode Available
Supervised Learning of Labeled Pointcloud Differences via Cover-Tree Entropy Reduction	Feb 26, 2017	BIG-bench Machine Learning	CodeCode Available
Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricing	Jul 30, 2020	BIG-bench Machine LearningEconometrics	CodeCode Available
Machine learning based lens-free imaging technique for field-portable cytometry	Mar 2, 2022	BIG-bench Machine LearningDenoising	CodeCode Available
Predicting Gender by First Name Using Character-level Machine Learning	Jun 18, 2021	BIG-bench Machine LearningBinary Classification	CodeCode Available
Aleatoric and Epistemic Uncertainty in Machine Learning: An Introduction to Concepts and Methods	Oct 21, 2019	BIG-bench Machine Learning	CodeCode Available
A comparative study of general fuzzy min-max neural networks for pattern classification problems	Jul 31, 2019	BIG-bench Machine LearningClustering	CodeCode Available

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Benchmark Results

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