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 7376–7400 of 10033 papers

Title	Date	Tasks	Status	Hype
A Comprehensive Survey on Graph Neural Networks	Jan 3, 2019	BIG-bench Machine Learningimage-classification	CodeCode Available	1
Natively Interpretable Machine Learning and Artificial Intelligence: Preliminary Results and Future Directions	Jan 2, 2019	Anomaly DetectionBIG-bench Machine Learning	—Unverified	0
Learnability can be undecidable	Jan 1, 2019	BIG-bench Machine LearningPAC learning	—Unverified	0
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning	Dec 31, 2018	BIG-bench Machine LearningMetric Learning	CodeCode Available	0
Federated Learning via Over-the-Air Computation	Dec 31, 2018	BIG-bench Machine LearningCloud Computing	—Unverified	0
An introduction to domain adaptation and transfer learning	Dec 31, 2018	BIG-bench Machine LearningDomain Adaptation	—Unverified	0
Gray-box Adversarial Testing for Control Systems with Machine Learning Component	Dec 31, 2018	BIG-bench Machine Learning	—Unverified	0
Impossibility and Uncertainty Theorems in AI Value Alignment (or why your AGI should not have a utility function)	Dec 31, 2018	BIG-bench Machine Learning	—Unverified	0
Machine learning in resting-state fMRI analysis	Dec 30, 2018	BIG-bench Machine Learning	—Unverified	0
Honey Authentication with Machine Learning Augmented Bright-Field Microscopy	Dec 28, 2018	BIG-bench Machine Learning	—Unverified	0
Kymatio: Scattering Transforms in Python	Dec 28, 2018	BIG-bench Machine LearningCPU	CodeCode Available	0
Reconciling modern machine learning practice and the bias-variance trade-off	Dec 28, 2018	BIG-bench Machine Learning	CodeCode Available	0
Wikibook-Bot - Automatic Generation of a Wikipedia Book	Dec 28, 2018	ArticlesBIG-bench Machine Learning	—Unverified	0
Predicting the Stock Price of Frontier Markets Using Modified Black-Scholes Option Pricing Model and Machine Learning	Dec 27, 2018	BIG-bench Machine LearningEnsemble Learning	—Unverified	0
Features and Machine Learning for Correlating and Classifying between Brain Areas and Dyslexia	Dec 27, 2018	BIG-bench Machine LearningEEG	—Unverified	0
Machine Learning-Based Antenna Selection in Untrusted Relay Networks	Dec 26, 2018	BIG-bench Machine Learning	—Unverified	0
Portfolio Optimization for Cointelated Pairs: SDEs vs. Machine Learning	Dec 26, 2018	BIG-bench Machine LearningClustering	—Unverified	0
Stochastic Trust Region Inexact Newton Method for Large-scale Machine Learning	Dec 26, 2018	BIG-bench Machine LearningSecond-order methods	CodeCode Available	0
Computations in Stochastic Acceptors	Dec 23, 2018	BIG-bench Machine Learningparameter estimation	—Unverified	0
Parallelized Interactive Machine Learning on Autonomous Vehicles	Dec 23, 2018	Autonomous VehiclesBIG-bench Machine Learning	—Unverified	0
Risk-Aware Resource Allocation for URLLC: Challenges and Strategies with Machine Learning	Dec 22, 2018	BIG-bench Machine LearningManagement	—Unverified	0
Functional Aggregate Queries with Additive Inequalities	Dec 22, 2018	BIG-bench Machine LearningClustering	—Unverified	0
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting	Dec 22, 2018	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available	0
Proceedings of NeurIPS 2018 Workshop on Machine Learning for the Developing World: Achieving Sustainable Impact	Dec 21, 2018	BIG-bench Machine Learning	—Unverified	0
Towards resilient machine learning for ransomware detection	Dec 21, 2018	BIG-bench Machine LearningGenerative Adversarial Network	—Unverified	0

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Benchmark Results

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