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 8676–8700 of 10033 papers

Title	Date	Tasks	Status
Evaluating Shallow and Deep Neural Networks for Network Intrusion Detection Systems in Cyber Security	Oct 8, 2018	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Decoding machine learning benchmarks	Jul 29, 2020	BIG-bench Machine Learning	CodeCode Available
Stealing Machine Learning Models via Prediction APIs	Sep 9, 2016	BIG-bench Machine LearningLearning Theory	CodeCode Available
Exploring helical dynamos with machine learning	May 20, 2019	Bayesian InferenceBIG-bench Machine Learning	CodeCode Available
TensorNetwork: A Library for Physics and Machine Learning	May 3, 2019	BIG-bench Machine LearningTensor Networks	CodeCode Available
TensorNetwork for Machine Learning	Jun 7, 2019	BIG-bench Machine LearningCPU	CodeCode Available
A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking	Oct 29, 2019	BIG-bench Machine LearningFact Checking	CodeCode Available
Exploring Opportunistic Meta-knowledge to Reduce Search Spaces for Automated Machine Learning	May 1, 2021	BIG-bench Machine Learningvalid	CodeCode Available
Boosting insights in insurance tariff plans with tree-based machine learning methods	Apr 12, 2019	BIG-bench Machine Learning	CodeCode Available
Learning Mechanically Driven Emergent Behavior with Message Passing Neural Networks	Feb 3, 2022	BIG-bench Machine LearningData Augmentation	CodeCode Available
Measuring the quality of Synthetic data for use in competitions	Jun 29, 2018	BIG-bench Machine Learning	CodeCode Available
Quantum Neuron: an elementary building block for machine learning on quantum computers	Nov 30, 2017	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available
Exploring Wilderness Characteristics Using Explainable Machine Learning in Satellite Imagery	Mar 1, 2022	BIG-bench Machine LearningSensitivity	CodeCode Available
P-CRITICAL: A Reservoir Autoregulation Plasticity Rule for Neuromorphic Hardware	Sep 11, 2020	BIG-bench Machine Learning	CodeCode Available
eXpose: A Character-Level Convolutional Neural Network with Embeddings For Detecting Malicious URLs, File Paths and Registry Keys	Feb 27, 2017	BIG-bench Machine LearningIntrusion Detection	CodeCode Available
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
Quantum One-class Classification With a Distance-based Classifier	Jul 31, 2020	BIG-bench Machine LearningClassification	CodeCode Available
Automatic Gradient Boosting	Jul 10, 2018	AutoMLBIG-bench Machine Learning	CodeCode Available
Extending Defensive Distillation	May 15, 2017	BIG-bench Machine Learning	CodeCode Available
Decoding Generic Visual Representations From Human Brain Activity using Machine Learning	Nov 5, 2018	BIG-bench Machine Learning	CodeCode Available
A General Machine Learning Framework for Survival Analysis	Jun 27, 2020	BIG-bench Machine LearningData Augmentation	CodeCode Available
A generalized method toward drug-target interaction prediction via low-rank matrix projection	Jun 6, 2017	BIG-bench Machine LearningDrug Discovery	CodeCode Available
Turbulence correction with artificial neural networks	Jun 19, 2018	BIG-bench Machine Learning	CodeCode Available
Debugging Machine Learning Pipelines	Feb 11, 2020	BIG-bench Machine Learning	CodeCode Available
Automatic Generation of Machine Learning Synthetic Data Using ROS	Jun 8, 2021	BIG-bench Machine Learning	CodeCode Available

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Benchmark Results

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