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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 81–90 of 10033 papers

Title	Date	Tasks	Status	Hype
Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers	Dec 6, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	2
Making Classical Machine Learning Pipelines Differentiable: A Neural Translation Approach	Jun 10, 2019	BIG-bench Machine LearningTranslation	CodeCode Available	2
Explaining Machine Learning Classifiers through Diverse Counterfactual Explanations	May 19, 2019	BIG-bench Machine Learningcounterfactual	CodeCode Available	2
Towards Automatically-Tuned Deep Neural Networks	May 18, 2019	AutoMLBIG-bench Machine Learning	CodeCode Available	2
The Adverse Effects of Code Duplication in Machine Learning Models of Code	Dec 16, 2018	BIG-bench Machine Learning	CodeCode Available	2
PennyLane: Automatic differentiation of hybrid quantum-classical computations	Nov 12, 2018	BIG-bench Machine LearningQuantum Machine Learning	CodeCode Available	2
Fused Gromov-Wasserstein distance for structured objects: theoretical foundations and mathematical properties	Nov 7, 2018	BIG-bench Machine Learning	CodeCode Available	2
geomstats: a Python Package for Riemannian Geometry in Machine Learning	May 21, 2018	BIG-bench Machine LearningGPU	CodeCode Available	2
Fast inference of deep neural networks in FPGAs for particle physics	Apr 16, 2018	BIG-bench Machine LearningHigh-Level Synthesis	CodeCode Available	2
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models	Dec 12, 2017	BIG-bench Machine Learning	CodeCode Available	2

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Benchmark Results

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