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 9276–9300 of 10033 papers

Title	Date	Tasks	Status
Ultra-large alignments using Phylogeny-aware Profiles	Apr 5, 2015	BIG-bench Machine LearningMultiple Sequence Alignment	CodeCode Available
Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep	Dec 28, 2019	BIG-bench Machine LearningMarketing	CodeCode Available
Reinforcement Learning with Quantum Variational Circuits	Aug 15, 2020	BIG-bench Machine LearningDeep Reinforcement Learning	CodeCode Available
The Explanation Game: Explaining Machine Learning Models Using Shapley Values	Sep 17, 2019	BIG-bench Machine Learning	CodeCode Available
Guidance on the Assurance of Machine Learning in Autonomous Systems (AMLAS)	Feb 2, 2021	BIG-bench Machine Learning	CodeCode Available
Supervised learning with quantum enhanced feature spaces	Apr 30, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Guided Machine Learning for power grid segmentation	Nov 13, 2017	BIG-bench Machine LearningCommunity Detection	CodeCode Available
Distinguishing rule- and exemplar-based generalization in learning systems	Oct 8, 2021	BIG-bench Machine LearningData Augmentation	CodeCode Available
Applying Machine Learning To Maize Traits Prediction	Aug 20, 2018	BIG-bench Machine LearningPrediction	CodeCode Available
Distinguishing Commercial from Editorial Content in News	Nov 6, 2021	ArticlesBIG-bench Machine Learning	CodeCode Available
Cross-Layer Approximation For Printed Machine Learning Circuits	Mar 11, 2022	BIG-bench Machine Learning	CodeCode Available
SIBILA: A novel interpretable ensemble of general-purpose machine learning models applied to medical contexts	May 12, 2022	BIG-bench Machine LearningDecision Making	CodeCode Available
Biscotti: A Ledger for Private and Secure Peer-to-Peer Machine Learning	Nov 24, 2018	BIG-bench Machine LearningFederated Learning	CodeCode Available
Transforming Feature Space to Interpret Machine Learning Models	Apr 9, 2021	BIG-bench Machine LearningDiagnostic	CodeCode Available
Machine-Learning Based Objective Function Selection for Community Detection	Mar 25, 2022	BIG-bench Machine LearningCommunity Detection	CodeCode Available
Analytical classical density functionals from an equation learning network	Oct 28, 2019	BIG-bench Machine Learning	CodeCode Available
Distilling Model Knowledge	Oct 8, 2015	Bayesian InferenceBIG-bench Machine Learning	CodeCode Available
Nearest Neighbor Classifiers over Incomplete Information: From Certain Answers to Certain Predictions	May 11, 2020	BIG-bench Machine Learning	CodeCode Available
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration	May 26, 2017	BIG-bench Machine Learning	CodeCode Available
Predicting Legal Proceedings Status: Approaches Based on Sequential Text Data	Mar 13, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available
Tilting the playing field: Dynamical loss functions for machine learning	Feb 7, 2021	BIG-bench Machine Learning	CodeCode Available
A Taxonomy of Information Attributes for Test Case Prioritisation: Applicability, Machine Learning	Jan 16, 2022	AttributeBIG-bench Machine Learning	CodeCode Available
Bipedal Walking Robot using Deep Deterministic Policy Gradient	Jul 16, 2018	BIG-bench Machine LearningDecision Making	CodeCode Available
Handling Imbalanced Datasets Through Optimum-Path Forest	Feb 17, 2022	BIG-bench Machine Learning	CodeCode Available
BindsNET: A machine learning-oriented spiking neural networks library in Python	Jun 4, 2018	BIG-bench Machine LearningCPU	CodeCode Available

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Benchmark Results

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