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 1226–1250 of 10033 papers

Title	Date	Tasks	Status	Score
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring	Dec 8, 2021	BIG-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
Failure Modes in Machine Learning Systems	Nov 25, 2019	BIG-bench Machine Learning	CodeCode Available	5
Easy Hyperparameter Search Using Optunity	Dec 2, 2014	BIG-bench Machine LearningHyperparameter Optimization	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
A Machine Learning Framework for Solving High-Dimensional Mean Field Game and Mean Field Control Problems	Dec 4, 2019	BIG-bench Machine Learning	CodeCode Available	5
Early Methods for Detecting Adversarial Images	Aug 1, 2016	BIG-bench Machine Learning	CodeCode Available	5
Dynamic Mode Decomposition based feature for Image Classification	Oct 8, 2019	BIG-bench Machine LearningClassification	CodeCode Available	5
Dynamic Model Tree for Interpretable Data Stream Learning	Mar 30, 2022	BIG-bench Machine LearningInterpretable Machine Learning	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
Adversarial Attacks and Defences Competition	Mar 31, 2018	BIG-bench Machine Learning	CodeCode Available	5
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs	Apr 24, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	5
Ecole: A Library for Learning Inside MILP Solvers	Apr 6, 2021	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	5
DPPy: Sampling DPPs with Python	Sep 19, 2018	BIG-bench Machine LearningDiversity	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
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
Double Machine Learning for Partially Linear Mixed-Effects Models with Repeated Measurements	Aug 31, 2021	BIG-bench Machine Learning	CodeCode Available	5
A Machine Learning Framework for Biometric Authentication using Electrocardiogram	Mar 29, 2019	BIG-bench Machine Learning	CodeCode Available	5
A Machine Learning Framework for Automatic Prediction of Human Semen Motility	Sep 16, 2021	BIG-bench Machine Learning	CodeCode Available	5
A Comparative Study of Machine Learning Models for Predicting the State of Reactive Mixing	Feb 24, 2020	BIG-bench Machine LearningEnsemble 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
EEGsig: an open-source machine learning-based toolbox for EEG signal processing	Oct 24, 2020	BIG-bench Machine LearningEEG	CodeCode Available	5
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
A machine learning framework for computationally expensive transient models	Jul 12, 2019	BIG-bench Machine LearningTime Series	CodeCode Available	5
Dlib-ml: A Machine Learning Toolkit	Jan 1, 2009	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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