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 2201–2225 of 10033 papers

Title	Date	Tasks	Status	Score
Counterfactual Fairness in Mortgage Lending via Matching and Randomization	Dec 3, 2021	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Dynamic Model Tree for Interpretable Data Stream Learning	Mar 30, 2022	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
An O(N) Sorting Algorithm: Machine Learning Sort	May 11, 2018	BIG-bench Machine LearningGPU	CodeCode Available	5
Easy Hyperparameter Search Using Optunity	Dec 2, 2014	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available	5
COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing	May 28, 2020	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Certified Data Removal from Machine Learning Models	Nov 8, 2019	BIG-bench Machine Learning	CodeCode Available	5
Counterfactual Fairness	Mar 20, 2017	BIG-bench Machine LearningCausal Inference	CodeCode Available	5
Crafting Adversarial Input Sequences for Recurrent Neural Networks	Apr 28, 2016	Autonomous VehiclesBIG-bench Machine Learning	CodeCode Available	5
Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach	Apr 29, 2022	BIG-bench Machine Learningreinforcement-learning	CodeCode Available	5
CECILIA: Comprehensive Secure Machine Learning Framework	Feb 7, 2022	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	5
Correlator Convolutional Neural Networks: An Interpretable Architecture for Image-like Quantum Matter Data	Nov 6, 2020	BIG-bench Machine Learning	CodeCode Available	5
Efficient Differentiable Programming in a Functional Array-Processing Language	Jun 6, 2018	BIG-bench Machine Learning	CodeCode Available	5
Counterfactual diagnosis	Oct 15, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
COLOGNE: Coordinated Local Graph Neighborhood Sampling	Feb 9, 2021	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	5
Working women and caste in India: A study of social disadvantage using feature attribution	Apr 27, 2019	BIG-bench Machine Learning	CodeCode Available	5
Efficient Use of Limited-Memory Accelerators for Linear Learning on Heterogeneous Systems	Aug 17, 2017	BIG-bench Machine LearningGPU	CodeCode Available	5
Eigen component analysis: A quantum theory incorporated machine learning technique to find linearly maximum separable components	Mar 23, 2020	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	5
Combatting Adversarial Attacks through Denoising and Dimensionality Reduction: A Cascaded Autoencoder Approach	Dec 7, 2018	BIG-bench Machine LearningDenoising	CodeCode Available	5
Cross-Device Tracking: Matching Devices and Cookies	Oct 5, 2015	BIG-bench Machine Learning	CodeCode Available	5
Convex Density Constraints for Computing Plausible Counterfactual Explanations	Feb 12, 2020	BIG-bench Machine Learningcounterfactual	CodeCode Available	5
Constrained Submodular Optimization for Vaccine Design	Jun 16, 2022	BIG-bench Machine Learning	CodeCode Available	5
Combining chest X-rays and electronic health record (EHR) data using machine learning to diagnose acute respiratory failure	Aug 27, 2021	BIG-bench Machine LearningDecision Making	CodeCode Available	5
Constraining Effective Field Theories with Machine Learning	Apr 30, 2018	BIG-bench Machine Learning	CodeCode Available	5
Improving Certified Robustness via Statistical Learning with Logical Reasoning	Feb 28, 2020	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
Coordinated Double Machine Learning	Jun 2, 2022	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