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 976–1000 of 10033 papers

Title	Date	Tasks	Status	Score
Generalized Kalman Smoothing: Modeling and Algorithms	Sep 20, 2016	BIG-bench Machine LearningSurvey	CodeCode Available	5
Exacerbating Algorithmic Bias through Fairness Attacks	Dec 16, 2020	Adversarial AttackBIG-bench Machine Learning	CodeCode Available	5
Generating Adversarial Malware Examples for Black-Box Attacks Based on GAN	Feb 20, 2017	BIG-bench Machine LearningGenerative Adversarial Network	CodeCode Available	5
"Even if ..." -- Diverse Semifactual Explanations of Reject	Jul 5, 2022	BIG-bench Machine LearningConformal Prediction	CodeCode Available	5
An Interactive Visualization Tool for Understanding Active Learning	Nov 9, 2021	Active LearningBIG-bench Machine Learning	CodeCode Available	5
Evaluation of a Tree-based Pipeline Optimization Tool for Automating Data Science	Mar 20, 2016	Automated Feature EngineeringAutoML	CodeCode Available	5
Evaluation of machine learning algorithms for Health and Wellness applications: a tutorial	Aug 31, 2020	BIG-bench Machine Learning	CodeCode Available	5
Event Classification with Multi-step Machine Learning	Jun 4, 2021	BIG-bench Machine LearningClassification	CodeCode Available	5
Exoplanet Detection using Machine Learning	Nov 28, 2020	BIG-bench Machine LearningTime Series Analysis	CodeCode Available	5
Evaluating recommender systems for AI-driven biomedical informatics	May 22, 2019	AI AgentBIG-bench Machine Learning	CodeCode Available	5
Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification	Sep 12, 2019	BIG-bench Machine LearningBinary text classification	CodeCode Available	5
An Efficient Approach For Malware Detection Using PE Header Specification	Jun 11, 2020	BIG-bench Machine LearningMalware Detection	CodeCode Available	5
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security	Oct 8, 2018	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Evaluating approaches for supervised semantic labeling	Jan 29, 2018	BIG-bench Machine LearningData Integration	CodeCode Available	5
EvalAI: Towards Better Evaluation Systems for AI Agents	Feb 10, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Evaluating Explainable Methods for Predictive Process Analytics: A Functionally-Grounded Approach	Dec 8, 2020	BIG-bench Machine LearningFeature Importance	CodeCode Available	5
A Near-Optimal Algorithm for Debiasing Trained Machine Learning Models	Jun 6, 2021	BIG-bench Machine Learning	CodeCode Available	5
Evading Malware Classifiers via Monte Carlo Mutant Feature Discovery	Jun 15, 2021	BIG-bench Machine LearningMalware Analysis	CodeCode Available	5
A Guide to Constraining Effective Field Theories with Machine Learning	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available	5
Evaluating Privacy-Preserving Machine Learning in Critical Infrastructures: A Case Study on Time-Series Classification	Nov 29, 2021	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Estimating g-Leakage via Machine Learning	May 9, 2020	BIG-bench Machine Learning	CodeCode Available	5
Estimating Glycemic Impact of Cooking Recipes via Online Crowdsourcing and Machine Learning	Sep 17, 2019	BIG-bench Machine Learning	CodeCode Available	5
ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic Equations	Oct 6, 2020	BIG-bench Machine Learningregression	CodeCode Available	5
Estimating heterogeneous survival treatment effect in observational data using machine learning	Aug 17, 2020	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
Entanglement-guided architectures of machine learning by quantum tensor network	Mar 24, 2018	BIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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