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 651–675 of 10033 papers

Title	Date	Tasks	Status	Hype
Deep Learning Based Text Classification: A Comprehensive Review	Apr 6, 2020	BIG-bench Machine LearningClassification	CodeCode Available	1
Resampling with neural networks for stochastic parameterization in multiscale systems	Apr 3, 2020	BIG-bench Machine Learning	CodeCode Available	1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data Set	Mar 31, 2020	BIG-bench Machine LearningBinary Classification	CodeCode Available	1
DaST: Data-free Substitute Training for Adversarial Attacks	Mar 28, 2020	BIG-bench Machine Learning	CodeCode Available	1
Representations of molecules and materials for interpolation of quantum-mechanical simulations via machine learning	Mar 26, 2020	BIG-bench Machine Learning	CodeCode Available	1
Born-Again Tree Ensembles	Mar 24, 2020	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	1
Systematic Evaluation of Privacy Risks of Machine Learning Models	Mar 24, 2020	BIG-bench Machine LearningInference Attack	CodeCode Available	1
Towards Explainability of Machine Learning Models in Insurance Pricing	Mar 24, 2020	BIG-bench Machine Learning	CodeCode Available	1
ProGraML: Graph-based Deep Learning for Program Optimization and Analysis	Mar 23, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	1
Evaluation of Parameterized Quantum Circuits: on the relation between classification accuracy, expressibility and entangling capability	Mar 22, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network	Mar 21, 2020	BIG-bench Machine LearningGPU	CodeCode Available	1
RAB: Provable Robustness Against Backdoor Attacks	Mar 19, 2020	BIG-bench Machine Learning	CodeCode Available	1
Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs	Mar 10, 2020	BIG-bench Machine LearningClustering	CodeCode Available	1
Adversarial Machine Learning: Bayesian Perspectives	Mar 7, 2020	Adversarial RobustnessBIG-bench Machine Learning	CodeCode Available	1
Ternary Compression for Communication-Efficient Federated Learning	Mar 7, 2020	BIG-bench Machine LearningFederated Learning	CodeCode Available	1
Double Machine Learning based Program Evaluation under Unconfoundedness	Mar 6, 2020	BIG-bench Machine Learning	CodeCode Available	1
Explanation-Guided Backdoor Poisoning Attacks Against Malware Classifiers	Mar 2, 2020	BIG-bench Machine LearningGeneral Classification	CodeCode Available	1
ML4Chem: A Machine Learning Package for Chemistry and Materials Science	Mar 2, 2020	BIG-bench Machine LearningModel Optimization	CodeCode Available	1
Information cartography in association rule mining	Feb 29, 2020	BIG-bench Machine Learning	CodeCode Available	1
Learning Relaxed Belady for Content Distribution Network Caching	Feb 25, 2020	BIG-bench Machine Learning	CodeCode Available	1
Roto-Translation Equivariant Convolutional Networks: Application to Histopathology Image Analysis	Feb 20, 2020	BIG-bench Machine LearningBreast Tumour Classification	CodeCode Available	1
MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing	Feb 20, 2020	BIG-bench Machine LearningScheduling	CodeCode Available	1
Set2Graph: Learning Graphs From Sets	Feb 20, 2020	BIG-bench Machine LearningClustering	CodeCode Available	1
KaoKore: A Pre-modern Japanese Art Facial Expression Dataset	Feb 20, 2020	BIG-bench Machine Learningimage-classification	CodeCode Available	1
Computationally Tractable Riemannian Manifolds for Graph Embeddings	Feb 20, 2020	BIG-bench Machine Learning	CodeCode Available	1

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Benchmark Results

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