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 776–800 of 10033 papers

Title	Date	Tasks	Status	Hype
Datasheets for Datasets	Mar 23, 2018	BIG-bench Machine Learning	CodeCode Available	1
DeepDRR -- A Catalyst for Machine Learning in Fluoroscopy-guided Procedures	Mar 22, 2018	Anatomical Landmark DetectionBIG-bench Machine Learning	CodeCode Available	1
Delayed Impact of Fair Machine Learning	Mar 12, 2018	BIG-bench Machine LearningFairness	CodeCode Available	1
Noise2Noise: Learning Image Restoration without Clean Data	Mar 12, 2018	BIG-bench Machine LearningDenoising	CodeCode Available	1
Stochastic Hyperparameter Optimization through Hypernetworks	Feb 26, 2018	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	1
VR-SGD: A Simple Stochastic Variance Reduction Method for Machine Learning	Feb 26, 2018	BIG-bench Machine Learning	CodeCode Available	1
A comparative study of fairness-enhancing interventions in machine learning	Feb 13, 2018	BIG-bench Machine LearningFairness	CodeCode Available	1
Consistent Individualized Feature Attribution for Tree Ensembles	Feb 12, 2018	BIG-bench Machine Learning	CodeCode Available	1
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction	Feb 9, 2018	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available	1
An MPI-Based Python Framework for Distributed Training with Keras	Dec 16, 2017	BIG-bench Machine Learning	CodeCode Available	1
Snorkel: Rapid Training Data Creation with Weak Supervision	Nov 28, 2017	BIG-bench Machine Learning	CodeCode Available	1
Review highlights: opinion mining on reviews: a hybrid model for rule selection in aspect extraction	Oct 18, 2017	Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA)	CodeCode Available	1
Provably Fair Representations	Oct 12, 2017	BIG-bench Machine LearningFairness	CodeCode Available	1
Semantic Preserving Embeddings for Generalized Graphs	Sep 7, 2017	BIG-bench Machine LearningEntity Retrieval	CodeCode Available	1
Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms	Aug 25, 2017	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
BadNets: Identifying Vulnerabilities in the Machine Learning Model Supply Chain	Aug 22, 2017	BIG-bench Machine Learning	CodeCode Available	1
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health	May 26, 2017	BIG-bench Machine Learning	CodeCode Available	1
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent	May 16, 2017	BIG-bench Machine LearningFederated Learning	CodeCode Available	1
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference	Apr 18, 2017	BIG-bench Machine LearningDomain Adaptation	CodeCode Available	1
Multitask learning and benchmarking with clinical time series data	Mar 22, 2017	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
MoleculeNet: A Benchmark for Molecular Machine Learning	Mar 2, 2017	BIG-bench Machine Learningimbalanced classification	CodeCode Available	1
The Unreasonable Effectiveness of Structured Random Orthogonal Embeddings	Mar 2, 2017	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available	1
Learning Features of Music from Scratch	Nov 29, 2016	BIG-bench Machine LearningMulti-Label Classification	CodeCode Available	1
SOL: A Library for Scalable Online Learning Algorithms	Oct 28, 2016	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?	Oct 6, 2016	BIG-bench Machine LearningSelf-Driving Cars	CodeCode Available	1

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Benchmark Results

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