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 1476–1500 of 10033 papers

Title	Date	Tasks	Status	Score
Differentiable Computational Geometry for 2D and 3D machine learning	Nov 22, 2020	BIG-bench Machine LearningGPU	CodeCode Available	5
Asynchronous Byzantine Machine Learning (the case of SGD)	Feb 22, 2018	BIG-bench Machine Learning	CodeCode Available	5
How Biased are Your Features?: Computing Fairness Influence Functions with Global Sensitivity Analysis	Jun 1, 2022	BIG-bench Machine LearningDecision Making	CodeCode Available	5
DiffEqFlux.jl - A Julia Library for Neural Differential Equations	Feb 6, 2019	BIG-bench Machine Learning	CodeCode Available	5
How to avoid machine learning pitfalls: a guide for academic researchers	Aug 5, 2021	BIG-bench Machine Learningvalid	CodeCode Available	5
How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman Problem	Sep 28, 2019	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	5
How to Manage Tiny Machine Learning at Scale: An Industrial Perspective	Feb 18, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
A Comparison of Machine Learning Algorithms Applied to American Legislature Polarization	Jul 18, 2020	BIG-bench Machine Learningregression	CodeCode Available	5
Measuring Non-Expert Comprehension of Machine Learning Fairness Metrics	Dec 17, 2019	BIG-bench Machine LearningFairness	CodeCode Available	5
Differentiable Iterated Function Systems	Mar 2, 2022	BIG-bench Machine Learning	CodeCode Available	5
Differentially Private M-band Wavelet-Based Mechanisms in Machine Learning Environments	Dec 30, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Direction Concentration Learning: Enhancing Congruency in Machine Learning	Dec 17, 2019	BIG-bench Machine LearningContinual Learning	CodeCode Available	5
A System for Accessible Artificial Intelligence	May 1, 2017	BIG-bench Machine Learning	CodeCode Available	5
Development of a skateboarding trick classifier using accelerometry and machine learning	May 6, 2020	BIG-bench Machine LearningComputational Efficiency	CodeCode Available	5
A Review of Different Word Embeddings for Sentiment Classification using Deep Learning	Jul 5, 2018	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
Developing a Portable Natural Language Processing Based Phenotyping System	Jul 17, 2018	BIG-bench Machine Learning	CodeCode Available	5
HyperStream: a Workflow Engine for Streaming Data	Aug 7, 2019	BIG-bench Machine Learning	CodeCode Available	5
Do Not Trust Additive Explanations	Mar 27, 2019	Additive modelsBIG-bench Machine Learning	CodeCode Available	5
A Deep Dive into Adversarial Robustness in Zero-Shot Learning	Aug 17, 2020	Adversarial RobustnessBIG-bench Machine Learning	CodeCode Available	5
Developing Bug-Free Machine Learning Systems With Formal Mathematics	Jun 26, 2017	BIG-bench Machine Learning	CodeCode Available	5
A Text Classification Framework for Simple and Effective Early Depression Detection Over Social Media Streams	May 18, 2019	BIG-bench Machine LearningDepression Detection	CodeCode Available	5
AMIDST: a Java Toolbox for Scalable Probabilistic Machine Learning	Apr 4, 2017	BIG-bench Machine Learning	CodeCode Available	5
Identifying cross country skiing techniques using power meters in ski poles	Apr 23, 2019	BIG-bench Machine LearningTime Series	CodeCode Available	5
DICODerma: A practical approach for metadata management of images in dermatology	Feb 17, 2021	BIG-bench Machine LearningManagement	CodeCode Available	5
A Retail Product Categorisation Dataset	Mar 25, 2021	BIG-bench Machine LearningRecommendation Systems	CodeCode Available	5

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Benchmark Results

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