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 476–500 of 10033 papers

Title	Date	Tasks	Status	Hype
Privacy-Preserving XGBoost Inference	Nov 9, 2020	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	1
Fighting an Infodemic: COVID-19 Fake News Dataset	Nov 6, 2020	ArticlesBIG-bench Machine Learning	CodeCode Available	1
Deep generative selection models of T and B cell receptor repertoires with soNNia	Nov 5, 2020	BIG-bench Machine LearningDiversity	CodeCode Available	1
VEGA: Towards an End-to-End Configurable AutoML Pipeline	Nov 3, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	1
Brain Predictability toolbox: a Python library for neuroimaging based machine learning	Nov 3, 2020	BIG-bench Machine Learning	CodeCode Available	1
The power of quantum neural networks	Oct 30, 2020	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	1
Fact or Factitious? Contextualized Opinion Spam Detection	Oct 29, 2020	BIG-bench Machine LearningSpam detection	CodeCode Available	1
Machine learning of solvent effects on molecular spectra and reactions	Oct 28, 2020	BIG-bench Machine Learning	CodeCode Available	1
Generating Knowledge Graphs by Employing Natural Language Processing and Machine Learning Techniques within the Scholarly Domain	Oct 28, 2020	BIG-bench Machine LearningKnowledge Graphs	CodeCode Available	1
Gender Bias in Depression Detection Using Audio Features	Oct 28, 2020	BIG-bench Machine LearningDepression Detection	CodeCode Available	1
Image Representations Learned With Unsupervised Pre-Training Contain Human-like Biases	Oct 28, 2020	BIG-bench Machine LearningFace Recognition	CodeCode Available	1
Ice Monitoring in Swiss Lakes from Optical Satellites and Webcams using Machine Learning	Oct 27, 2020	BIG-bench Machine LearningLake Ice Monitoring	CodeCode Available	1
Physics-Based Deep Learning for Fiber-Optic Communication Systems	Oct 27, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	1
Dataset Dynamics via Gradient Flows in Probability Space	Oct 24, 2020	BIG-bench Machine LearningDomain Adaptation	CodeCode Available	1
FairPut: A Light Framework for Machine Learning Fairness with LightGBM	Oct 22, 2020	BIG-bench Machine LearningFairness	CodeCode Available	1
Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification	Oct 19, 2020	AllBIG-bench Machine Learning	CodeCode Available	1
A Survey of Machine Learning Techniques in Adversarial Image Forensics	Oct 19, 2020	BIG-bench Machine LearningImage Forensics	CodeCode Available	1
Taking Over the Stock Market: Adversarial Perturbations Against Algorithmic Traders	Oct 19, 2020	Adversarial AttackAlgorithmic Trading	CodeCode Available	1
DIFER: Differentiable Automated Feature Engineering	Oct 17, 2020	Automated Feature EngineeringBIG-bench Machine Learning	CodeCode Available	1
Understanding Information Processing in Human Brain by Interpreting Machine Learning Models	Oct 17, 2020	BIG-bench Machine LearningDimensionality Reduction	CodeCode Available	1
Automatic Feasibility Study via Data Quality Analysis for ML: A Case-Study on Label Noise	Oct 16, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	1
Embedding and Extraction of Knowledge in Tree Ensemble Classifiers	Oct 16, 2020	Backdoor AttackBIG-bench Machine Learning	CodeCode Available	1
SidechainNet: An All-Atom Protein Structure Dataset for Machine Learning	Oct 16, 2020	AllBIG-bench Machine Learning	CodeCode Available	1
Interpretable Machine Learning with an Ensemble of Gradient Boosting Machines	Oct 14, 2020	Additive modelsBIG-bench Machine Learning	CodeCode Available	1
Domain Shift in Computer Vision models for MRI data analysis: An Overview	Oct 14, 2020	BIG-bench Machine LearningSurvey	CodeCode Available	1

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Benchmark Results

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