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 9026–9050 of 10033 papers

Title	Date	Tasks	Status
The Top 10 Topics in Machine Learning Revisited: A Quantitative Meta-Study	Mar 29, 2017	BIG-bench Machine Learning	CodeCode Available
A Typology for Exploring the Mitigation of Shortcut Behavior	Mar 4, 2022	BIG-bench Machine Learning	CodeCode Available
Structured Low-Rank Algorithms: Theory, MR Applications, and Links to Machine Learning	Oct 27, 2019	BIG-bench Machine Learningcompressed sensing	CodeCode Available
From the Paft to the Fiiture: a Fully Automatic NMT and Word Embeddings Method for OCR Post-Correction	Oct 12, 2019	BIG-bench Machine LearningMachine Translation	CodeCode Available
A Decentralized Approach to Bayesian Learning	Jul 14, 2020	BIG-bench Machine Learning	CodeCode Available
Efficient computation of contrastive explanations	Oct 6, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available
Pileup Mitigation with Machine Learning (PUMML)	Jul 26, 2017	BIG-bench Machine Learning	CodeCode Available
Real-World Image Datasets for Federated Learning	Oct 14, 2019	BIG-bench Machine LearningFederated Learning	CodeCode Available
Active Gradual Machine Learning for Entity Resolution	Jan 16, 2022	Active LearningBIG-bench Machine Learning	CodeCode Available
Fruit and Vegetable Identification Using Machine Learning for Retail Applications	Oct 23, 2018	BIG-bench Machine Learning	CodeCode Available
Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix Representations	Feb 7, 2022	BIG-bench Machine Learningvalid	CodeCode Available
Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models	Apr 15, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available
Machine Learning and Deep Learning -- A review for Ecologists	Apr 11, 2022	BIG-bench Machine LearningCausal Inference	CodeCode Available
Rebalancing Learning on Evolving Data Streams	Nov 17, 2019	BIG-bench Machine Learning	CodeCode Available
Pipelines for Procedural Information Extraction from Scientific Literature: Towards Recipes using Machine Learning and Data Science	Dec 16, 2019	BIG-bench Machine LearningEntity Extraction using GAN	CodeCode Available
The Two Dimensions of Worst-case Training and the Integrated Effect for Out-of-domain Generalization	Apr 9, 2022	BIG-bench Machine LearningDomain Generalization	CodeCode Available
A Fast Proximal Point Method for Computing Exact Wasserstein Distance	Feb 12, 2018	BIG-bench Machine Learning	CodeCode Available
Functional Generalized Empirical Likelihood Estimation for Conditional Moment Restrictions	Jul 11, 2022	BIG-bench Machine LearningCausal Inference	CodeCode Available
Student Engagement Detection Using Emotion Analysis, Eye Tracking and Head Movement with Machine Learning	Sep 18, 2019	BIG-bench Machine LearningEmotion Recognition	CodeCode Available
A Tutorial on Independent Component Analysis	Apr 11, 2014	BIG-bench Machine Learning	CodeCode Available
Generalization Bounds for Sparse Random Feature Expansions	Mar 4, 2021	BIG-bench Machine LearningCompressive Sensing	CodeCode Available
Activation Analysis of a Byte-Based Deep Neural Network for Malware Classification	Mar 12, 2019	BIG-bench Machine LearningFeature Engineering	CodeCode Available
Fundamental Parameters of Main-Sequence Stars in an Instant with Machine Learning	Jul 6, 2016	BIG-bench Machine Learning	CodeCode Available
Modelling the COVID-19 virus evolution with Incremental Machine Learning	Apr 14, 2021	BIG-bench Machine Learning	CodeCode Available
Effective Handwritten Digit Recognition using Deep Convolution Neural Network	Apr 30, 2020	BIG-bench Machine LearningHandwritten Digit Recognition	CodeCode Available

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Benchmark Results

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