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 601–625 of 10033 papers

Title	Date	Tasks	Status	Hype
Deep Transformer Models for Time Series Forecasting: The Influenza Prevalence Case	Jan 23, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	1
DELAUNAY: a dataset of abstract art for psychophysical and machine learning research	Jan 28, 2022	BIG-bench Machine Learning	CodeCode Available	1
Applied Federated Learning: Improving Google Keyboard Query Suggestions	Dec 7, 2018	BIG-bench Machine LearningFederated Learning	CodeCode Available	1
Density Encoding Enables Resource-Efficient Randomly Connected Neural Networks	Sep 19, 2019	BIG-bench Machine Learning	CodeCode Available	1
Addressing "Documentation Debt" in Machine Learning Research: A Retrospective Datasheet for BookCorpus	May 11, 2021	BIG-bench Machine Learning	CodeCode Available	1
Deploying deep learning in OpenFOAM with TensorFlow	Dec 1, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	1
An MPI-Based Python Framework for Distributed Training with Keras	Dec 16, 2017	BIG-bench Machine Learning	CodeCode Available	1
Developing and Defeating Adversarial Examples	Aug 23, 2020	BIG-bench Machine Learning	CodeCode Available	1
Development of Interpretable Machine Learning Models to Detect Arrhythmia based on ECG Data	May 5, 2022	BIG-bench Machine LearningFeature Importance	CodeCode Available	1
DIFER: Differentiable Automated Feature Engineering	Oct 17, 2020	Automated Feature EngineeringBIG-bench Machine Learning	CodeCode Available	1
Differentially Private Synthetic Data: Applied Evaluations and Enhancements	Nov 11, 2020	BIG-bench Machine Learning	CodeCode Available	1
Differential Machine Learning	May 5, 2020	BIG-bench Machine LearningManagement	CodeCode Available	1
Dimensionless machine learning: Imposing exact units equivariance	Apr 2, 2022	BIG-bench Machine LearningSymbolic Regression	CodeCode Available	1
Disambiguation of weak supervision with exponential convergence rates	Feb 4, 2021	BIG-bench Machine LearningWeakly-supervised Learning	CodeCode Available	1
An Intuitive Tutorial to Gaussian Process Regression	Sep 22, 2020	BIG-bench Machine LearningGaussian Processes	CodeCode Available	1
Distributed Statistical Machine Learning in Adversarial Settings: Byzantine Gradient Descent	May 16, 2017	BIG-bench Machine LearningFederated Learning	CodeCode Available	1
DEER: Descriptive Knowledge Graph for Explaining Entity Relationships	May 21, 2022	BIG-bench Machine LearningDescriptive	CodeCode Available	1
Domain Shift in Computer Vision models for MRI data analysis: An Overview	Oct 14, 2020	BIG-bench Machine LearningSurvey	CodeCode Available	1
Double Machine Learning based Program Evaluation under Unconfoundedness	Mar 6, 2020	BIG-bench Machine Learning	CodeCode Available	1
DoubleML -- An Object-Oriented Implementation of Double Machine Learning in R	Mar 17, 2021	BIG-bench Machine Learningvalid	CodeCode Available	1
DriveML: An R Package for Driverless Machine Learning	May 1, 2020	AutoMLBIG-bench Machine Learning	CodeCode Available	1
Driving in the Matrix: Can Virtual Worlds Replace Human-Generated Annotations for Real World Tasks?	Oct 6, 2016	BIG-bench Machine LearningSelf-Driving Cars	CodeCode Available	1
Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers	Nov 11, 2020	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	1
Effectiveness of Artificial Intelligence in Stock Market Prediction based on Machine Learning	Jun 30, 2021	BIG-bench Machine LearningStock Market Prediction	CodeCode Available	1
Annotationsaurus: A Searchable Directory of Annotation Tools	Oct 13, 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