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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 831–840 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
Explaining Hyperparameter Optimization via Partial Dependence Plots	Nov 8, 2021	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	0	5
A Guide to Constraining Effective Field Theories with Machine Learning	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available	0	5
Explaining a black-box using Deep Variational Information Bottleneck Approach	Feb 19, 2019	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	0	5
Explaining Explanations: An Overview of Interpretability of Machine Learning	May 31, 2018	BIG-bench Machine LearningExplainable Artificial Intelligence (XAI)	CodeCode Available	0	5
Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics	Jul 17, 2019	BIG-bench Machine LearningData Poisoning	CodeCode Available	0	5
Exploration of Parameter Spaces Assisted by Machine Learning	Jul 20, 2022	BIG-bench Machine Learning	CodeCode Available	0	5
External Evaluation of Event Extraction Classifiers for Automatic Pathway Curation: An extended study of the mTOR pathway	Jul 7, 2017	BIG-bench Machine LearningEvent Extraction	CodeCode Available	0	5
Explainable Debugger for Black-box Machine Learning Models	Jul 18, 2021	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	0	5
ACTIVETHIEF: Model Extraction Using Active Learning and Unannotated Public Data	Feb 7, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	0	5
Explainable AI for Trees: From Local Explanations to Global Understanding	May 11, 2019	BIG-bench Machine Learning	CodeCode Available	0	5

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Benchmark Results

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