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 1976–2000 of 10033 papers

Title	Date	Tasks	Status	Score
Building a Kannada POS Tagger Using Machine Learning and Neural Network Models	Aug 9, 2018	BIG-bench Machine LearningDependency Parsing	CodeCode Available	5
An Intersectional Definition of Fairness	Jul 22, 2018	BIG-bench Machine LearningFairness	CodeCode Available	5
Deep Learning for Sentiment Analysis : A Survey	Jan 24, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
Segmentation Fault: A Cheap Defense Against Adversarial Machine Learning	Aug 31, 2021	BIG-bench Machine Learning	CodeCode Available	5
Deep Learning Approach for Very Similar Objects Recognition Application on Chihuahua and Muffin Problem	Jan 29, 2018	BIG-bench Machine LearningSmall Data Image Classification	CodeCode Available	5
A learning model to detect maliciousness of portable executable using integrated feature set	Jan 31, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
A Pitfall of Learning from User-generated Data: In-depth Analysis of Subjective Class Problem	Mar 24, 2020	BIG-bench Machine Learning	CodeCode Available	5
Bump Hunting in Latent Space	Mar 11, 2021	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available	5
A pipeline and comparative study of 12 machine learning models for text classification	Apr 4, 2022	BIG-bench Machine LearningClassification	CodeCode Available	5
Estimating Structural Target Functions using Machine Learning and Influence Functions	Aug 14, 2020	BIG-bench Machine LearningEconometrics	CodeCode Available	5
API design for machine learning software: experiences from the scikit-learn project	Sep 1, 2013	BIG-bench Machine Learning	CodeCode Available	5
An Evaluation Toolkit to Guide Model Selection and Cohort Definition in Causal Inference	Jun 2, 2019	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine Learning	Apr 26, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	5
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models	Apr 15, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
ALDI++: Automatic and parameter-less discord and outlier detection for building energy load profiles	Mar 13, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
DeepImageSpam: Deep Learning based Image Spam Detection	Oct 3, 2018	BIG-bench Machine LearningDeep Learning	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
Deep convolutional forest: a dynamic deep ensemble approach for spam detection in text	Oct 10, 2021	BIG-bench Machine LearningEnsemble Learning	CodeCode Available	5
Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models	Jun 22, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Deep Convolutional Neural Networks for Raman Spectrum Recognition: A Unified Solution	Aug 18, 2017	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
(De)Constructing Bias on Skin Lesion Datasets	Apr 18, 2019	BIG-bench Machine Learning	CodeCode Available	5
Deep-CR MTLR: a Multi-Modal Approach for Cancer Survival Prediction with Competing Risks	Dec 10, 2020	BIG-bench Machine LearningPrediction	CodeCode Available	5
Calibrate to Interpret	Jul 7, 2022	BIG-bench Machine LearningFairness	CodeCode Available	5
Decoding Generic Visual Representations From Human Brain Activity using Machine Learning	Nov 5, 2018	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