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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 421–430 of 10033 papers

Title	Date	Tasks	Status	Hype
A Primer on the Signature Method in Machine Learning	Mar 11, 2016	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available	1
Graph Convolutional Networks for Road Networks	Aug 30, 2019	AttributeBIG-bench Machine Learning	CodeCode Available	1
A graph representation of molecular ensembles for polymer property prediction	May 17, 2022	BIG-bench Machine LearningGraph Neural Network	CodeCode Available	1
Graph Robustness Benchmark: Benchmarking the Adversarial Robustness of Graph Machine Learning	Nov 8, 2021	Adversarial RobustnessBenchmarking	CodeCode Available	1
Grouped Feature Importance and Combined Features Effect Plot	Apr 23, 2021	BIG-bench Machine LearningFeature Importance	CodeCode Available	1
Guided neural style transfer for shape stylization	Jun 4, 2020	BIG-bench Machine LearningStyle Transfer	CodeCode Available	1
Hands-on Bayesian Neural Networks -- a Tutorial for Deep Learning Users	Jul 14, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	1
Head2Head: Video-based Neural Head Synthesis	May 22, 2020	BIG-bench Machine Learning	CodeCode Available	1
A Rationale-Centric Framework for Human-in-the-loop Machine Learning	Mar 24, 2022	BIG-bench Machine LearningFew-Shot Learning	CodeCode Available	1
Approximating Network Centrality Measures Using Node Embedding and Machine Learning	Jun 29, 2020	BIG-bench Machine LearningGraph Embedding	CodeCode Available	1

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Benchmark Results

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