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 9601–9625 of 10033 papers

Title	Date	Tasks	Status
Imperceptible Adversarial Attacks on Tabular Data	Nov 8, 2019	BIG-bench Machine Learning	CodeCode Available
Developing a Portable Natural Language Processing Based Phenotyping System	Jul 17, 2018	BIG-bench Machine Learning	CodeCode Available
One-Step Abductive Multi-Target Learning with Diverse Noisy Samples and Its Application to Tumour Segmentation for Breast Cancer	Oct 20, 2021	BIG-bench Machine LearningLogical Reasoning	CodeCode Available
Machine Learning for semi linear PDEs	Sep 20, 2018	BIG-bench Machine Learning	CodeCode Available
Adversarial Examples in Modern Machine Learning: A Review	Nov 13, 2019	Adversarial AttackBIG-bench Machine Learning	CodeCode Available
Symmetry Detection and Classification in Drawings of Graphs	Jul 1, 2019	BIG-bench Machine LearningClassification	CodeCode Available
A Machine Learning System for Retaining Patients in HIV Care	Jun 1, 2020	BIG-bench Machine LearningFairness	CodeCode Available
A critical reappraisal of predicting suicidal ideation using fMRI	Mar 10, 2021	BIG-bench Machine Learning	CodeCode Available
On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search	Dec 2, 2020	BIG-bench Machine LearningSentence	CodeCode Available
Importance of Kernel Bandwidth in Quantum Machine Learning	Nov 9, 2021	BIG-bench Machine LearningHyperparameter Optimization	CodeCode Available
Secure Summation via Subset Sums: A New Primitive for Privacy-Preserving Distributed Machine Learning	Jun 27, 2019	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available
Bayesian Optimization for Categorical and Category-Specific Continuous Inputs	Nov 28, 2019	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available
Revisiting the Vector Space Model: Sparse Weighted Nearest-Neighbor Method for Extreme Multi-Label Classification	Feb 12, 2018	BIG-bench Machine LearningExtreme Multi-Label Classification	CodeCode Available
The Marginal Value of Adaptive Gradient Methods in Machine Learning	May 23, 2017	BIG-bench Machine LearningBinary Classification	CodeCode Available
Trimmed Density Ratio Estimation	Mar 9, 2017	BIG-bench Machine LearningDensity Ratio Estimation	CodeCode Available
Bayesian Differential Privacy for Machine Learning	Jan 28, 2019	BIG-bench Machine Learning	CodeCode Available
A Benchmark of Selected Algorithmic Differentiation Tools on Some Problems in Computer Vision and Machine Learning	Jul 26, 2018	BIG-bench Machine Learning	CodeCode Available
A Repository of Conversational Datasets	Apr 13, 2019	BIG-bench Machine LearningConversational Response Selection	CodeCode Available
The Mondrian Process for Machine Learning	Jul 18, 2015	BIG-bench Machine Learningregression	CodeCode Available
Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments	Dec 7, 2019	BIG-bench Machine LearningCPU	CodeCode Available
Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications	Jun 20, 2019	BIG-bench Machine LearningDecision Making	CodeCode Available
Machine learning for the diagnosis of Parkinson's disease: A systematic review	Oct 13, 2020	BIG-bench Machine LearningDecision Making	CodeCode Available
Solving L1-regularized SVMs and related linear programs: Revisiting the effectiveness of Column and Constraint Generation	Jan 6, 2019	BIG-bench Machine Learning	CodeCode Available
A hybrid approach to supervised machine learning for algorithmic melody composition	Dec 29, 2016	BIG-bench Machine Learning	CodeCode Available
Solving Machine Learning Problems	Jul 2, 2021	BIG-bench Machine LearningData Augmentation	CodeCode Available

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Benchmark Results

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