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 1151–1175 of 10033 papers

Title	Date	Tasks	Status	Score
AMPL: A Data-Driven Modeling Pipeline for Drug Discovery	Nov 13, 2019	BIG-bench Machine LearningDrug Discovery	CodeCode Available	5
Eigenvalue and Generalized Eigenvalue Problems: Tutorial	Mar 25, 2019	BIG-bench Machine LearningMatrix Factorization / Decomposition	CodeCode Available	5
Adversarial Machine Learning at Scale	Nov 4, 2016	BIG-bench Machine Learning	CodeCode Available	5
Electre Tree A Machine Learning Approach to Infer Electre Tri B Parameters	Jul 20, 2020	BIG-bench Machine Learning	CodeCode Available	5
Efficient Representation Learning Using Random Walks for Dynamic Graphs	Jan 5, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Modular Block-diagonal Curvature Approximations for Feedforward Architectures	Feb 5, 2019	BIG-bench Machine Learning	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
Efficient Learning on Point Clouds with Basis Point Sets	Aug 24, 2019	BIG-bench Machine Learning	CodeCode Available	5
Efficient Differentiable Programming in a Functional Array-Processing Language	Jun 6, 2018	BIG-bench Machine Learning	CodeCode Available	5
Efficiently measuring a quantum device using machine learning	Oct 23, 2018	BIG-bench Machine Learning	CodeCode Available	5
eGAN: Unsupervised approach to class imbalance using transfer learning	Apr 9, 2021	BIG-bench Machine LearningClassification	CodeCode Available	5
Efficient computation of contrastive explanations	Oct 6, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Efficient computation of counterfactual explanations of LVQ models	Aug 2, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix Representations	Feb 7, 2022	BIG-bench Machine Learningvalid	CodeCode Available	5
Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable components	Mar 23, 2020	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
Enhancing Column Generation by a Machine-Learning-Based Pricing Heuristic for Graph Coloring	Dec 8, 2021	BIG-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
Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge	Aug 26, 2018	BIG-bench Machine LearningLanguage Modeling	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
AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning	Apr 4, 2017	BIG-bench Machine Learning	CodeCode Available	5
Effective dimension of machine learning models	Dec 9, 2021	BIG-bench Machine Learning	CodeCode Available	5
Early Methods for Detecting Adversarial Images	Aug 1, 2016	BIG-bench 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
Easy Hyperparameter Search Using Optunity	Dec 2, 2014	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	5
Dynamic Model Tree for Interpretable Data Stream Learning	Mar 30, 2022	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5

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Benchmark Results

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