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 1351–1375 of 10033 papers

Title	Date	Tasks	Status	Score
Do the Machine Learning Models on a Crowd Sourced Platform Exhibit Bias? An Empirical Study on Model Fairness	May 21, 2020	AttributeBIG-bench Machine Learning	CodeCode Available	5
"Even if ..." -- Diverse Semifactual Explanations of Reject	Jul 5, 2022	BIG-bench Machine LearningConformal Prediction	CodeCode Available	5
DPPy: Sampling DPPs with Python	Sep 19, 2018	BIG-bench Machine LearningDiversity	CodeCode Available	5
Assessing Information Transmission in Data Transformations with the Channel Multivariate Entropy Triangle	Nov 30, 2017	BIG-bench Machine Learning	CodeCode Available	5
ART: Abstraction Refinement-Guided Training for Provably Correct Neural Networks	Jul 17, 2019	BIG-bench Machine LearningCollision Avoidance	CodeCode Available	5
Evolution of Scikit-Learn Pipelines with Dynamic Structured Grammatical Evolution	Apr 1, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Exoplanet Detection using Machine Learning	Nov 28, 2020	BIG-bench Machine LearningTime Series Analysis	CodeCode Available	5
Assessing Sensitivity of Machine Learning Predictions.A Novel Toolbox with an Application to Financial Literacy	Feb 8, 2021	BIG-bench Machine LearningSensitivity	CodeCode Available	5
Arrows are the Verbs of Diagrams	Aug 1, 2018	BIG-bench Machine LearningWorld Knowledge	CodeCode Available	5
Arrested phase separation in double-exchange models: machine-learning enabled large-scale simulation	May 18, 2021	BIG-bench Machine Learning	CodeCode Available	5
Explaining a black-box using Deep Variational Information Bottleneck Approach	Feb 19, 2019	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
Explaining Explanations: An Overview of Interpretability of Machine Learning	May 31, 2018	BIG-bench Machine LearningExplainable Artificial Intelligence (XAI)	CodeCode Available	5
Array Languages Make Neural Networks Fast	Dec 11, 2019	BIG-bench Machine LearningGPU	CodeCode Available	5
Distributed Learning of Deep Neural Networks using Independent Subnet Training	Oct 4, 2019	BIG-bench Machine LearningImage Classification	CodeCode Available	5
A Machine Learning Early Warning System: Multicenter Validation in Brazilian Hospitals	Jun 9, 2020	BIG-bench Machine Learning	CodeCode Available	5
LIMEADE: From AI Explanations to Advice Taking	Mar 9, 2020	BIG-bench Machine Learningimage-classification	CodeCode Available	5
AdaCliP: Adaptive Clipping for Private SGD	Aug 20, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Exploiting Parallelism Opportunities with Deep Learning Frameworks	Aug 13, 2019	BIG-bench Machine LearningDeep 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
ExploreKit: Automatic Feature Generation and Selection	Jan 1, 2016	Automated Feature EngineeringBIG-bench Machine Learning	CodeCode Available	5
Exploring helical dynamos with machine learning	May 20, 2019	Bayesian InferenceBIG-bench Machine Learning	CodeCode Available	5
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning	May 1, 2021	BIG-bench Machine Learningvalid	CodeCode Available	5
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys	Feb 27, 2017	BIG-bench Machine LearningIntrusion Detection	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
Diversity in deep generative models and generative AI	Feb 19, 2022	BIG-bench Machine LearningDecoder	CodeCode Available	5

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Benchmark Results

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