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 1276–1300 of 10033 papers

Title	Date	Tasks	Status	Score
Effective Handwritten Digit Recognition using Deep Convolution Neural Network	Apr 30, 2020	BIG-bench Machine LearningHandwritten Digit Recognition	CodeCode Available	5
Effective dimension of machine learning models	Dec 9, 2021	BIG-bench Machine Learning	CodeCode Available	5
Efficient computation of contrastive explanations	Oct 6, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems	Aug 17, 2017	BIG-bench Machine LearningGPU	CodeCode Available	5
Improving Certified Robustness via Statistical Learning with Logical Reasoning	Feb 28, 2020	BIG-bench Machine LearningLogical Reasoning	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
Easy Hyperparameter Search Using Optunity	Dec 2, 2014	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	5
Early Methods for Detecting Adversarial Images	Aug 1, 2016	BIG-bench Machine Learning	CodeCode Available	5
Dynamic Model Tree for Interpretable Data Stream Learning	Mar 30, 2022	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
Dynamic Time Warping as a New Evaluation for Dst Forecast with Machine Learning	Jun 8, 2020	BIG-bench Machine LearningDynamic Time Warping	CodeCode Available	5
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs	Apr 24, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
A domain-specific language for describing machine learning datasets	Jul 5, 2022	BIG-bench Machine Learning	CodeCode Available	5
DScribe: Library of Descriptors for Machine Learning in Materials Science	Apr 18, 2019	BIG-bench Machine LearningFormation Energy	CodeCode Available	5
DUTH at SemEval-2020 Task 11: BERT with Entity Mapping for Propaganda Classification	Aug 22, 2020	ArticlesBIG-bench Machine Learning	CodeCode Available	5
Dynamic Mode Decomposition based feature for Image Classification	Oct 8, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
A Machine-learning Based Ensemble Method For Anti-patterns Detection	Jan 29, 2019	BIG-bench Machine Learning	CodeCode Available	5
DP-UTIL: Comprehensive Utility Analysis of Differential Privacy in Machine Learning	Dec 24, 2021	BIG-bench Machine LearningInference Attack	CodeCode Available	5
DPPy: Sampling DPPs with Python	Sep 19, 2018	BIG-bench Machine LearningDiversity	CodeCode Available	5
A Distributed Fair Machine Learning Framework with Private Demographic Data Protection	Sep 17, 2019	BIG-bench Machine LearningFairness	CodeCode Available	5
Double Machine Learning for Partially Linear Mixed-Effects Models with Repeated Measurements	Aug 31, 2021	BIG-bench Machine Learning	CodeCode Available	5
Federated Learning: Challenges, Methods, and Future Directions	Aug 21, 2019	BIG-bench Machine LearningDistributed Optimization	CodeCode Available	5
DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis	Oct 3, 2020	BIG-bench Machine Learningfeature selection	CodeCode Available	5
Drug-Drug Interaction Prediction Based on Knowledge Graph Embeddings and Convolutional-LSTM Network	Aug 4, 2019	BIG-bench Machine LearningKnowledge Graph Embeddings	CodeCode Available	5
Ecole: A Library for Learning Inside MILP Solvers	Apr 6, 2021	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	5
Does the "Artificial Intelligence Clinician" learn optimal treatment strategies for sepsis in intensive care?	Feb 8, 2019	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