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 1376–1400 of 10033 papers

Title	Date	Tasks	Status	Score
AdaCliP: Adaptive Clipping for Private SGD	Aug 20, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
A Machine Learning Framework for Automatic Prediction of Human Semen Motility	Sep 16, 2021	BIG-bench Machine Learning	CodeCode Available	5
Failure Modes in Machine Learning Systems	Nov 25, 2019	BIG-bench Machine Learning	CodeCode Available	5
A Robust Predictive Model for Stock Price Prediction Using Deep Learning and Natural Language Processing	Dec 9, 2019	BIG-bench Machine LearningPrediction	CodeCode Available	5
FairBalance: How to Achieve Equalized Odds With Data Pre-processing	Jul 17, 2021	BIG-bench Machine LearningFairness	CodeCode Available	5
Fair Data Representation for Machine Learning at the Pareto Frontier	Jan 2, 2022	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Fair Kernel Regression via Fair Feature Embedding in Kernel Space	Jul 4, 2019	BIG-bench Machine Learningfeature selection	CodeCode Available	5
A machine learning approach to galaxy properties: joint redshift-stellar mass probability distributions with Random Forest	Dec 10, 2020	BIG-bench Machine LearningSurvey	CodeCode Available	5
Dlib-ml: A Machine Learning Toolkit	Jan 1, 2009	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
A Robust Hybrid Approach for Textual Document Classification	Sep 12, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
Fairness Through Counterfactual Utilities	Aug 11, 2021	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Distributed Differentially Private Computation of Functions with Correlated Noise	Apr 22, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Distractor Generation for Multiple Choice Questions Using Learning to Rank	Jun 1, 2018	BIG-bench Machine LearningDistractor Generation	CodeCode Available	5
Distinguishing rule- and exemplar-based generalization in learning systems	Oct 8, 2021	BIG-bench Machine LearningData Augmentation	CodeCode Available	5
Fake News Detection in Spanish Using Deep Learning Techniques	Oct 13, 2021	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
Distributed deep learning on edge-devices: feasibility via adaptive compression	Feb 15, 2017	BIG-bench Machine LearningCPU	CodeCode Available	5
A rigorous and robust quantum speed-up in supervised machine learning	Oct 5, 2020	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking	Oct 29, 2019	BIG-bench Machine LearningFact Checking	CodeCode Available	5
Fast Bayesian Optimization of Machine Learning Hyperparameters on Large Datasets	May 23, 2016	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
Distilling Model Knowledge	Oct 8, 2015	Bayesian InferenceBIG-bench Machine Learning	CodeCode Available	5
Faster and better: a machine learning approach to corner detection	Oct 14, 2008	BIG-bench Machine Learning	CodeCode Available	5
A Benchmark Study of Machine Learning Models for Online Fake News Detection	May 12, 2019	BIG-bench Machine LearningFake News Detection	CodeCode Available	5
Distillation as a Defense to Adversarial Perturbations against Deep Neural Networks	Nov 14, 2015	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available	5
Distinguishing Commercial from Editorial Content in News	Nov 6, 2021	ArticlesBIG-bench Machine Learning	CodeCode Available	5
Distributed Learning of Deep Neural Networks using Independent Subnet Training	Oct 4, 2019	BIG-bench Machine LearningImage Classification	CodeCode Available	5

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Benchmark Results

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