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 7401–7425 of 10033 papers

Title	Date	Tasks	Status	Hype
Persistence Bag-of-Words for Topological Data Analysis	Dec 21, 2018	BIG-bench Machine LearningTopological Data Analysis	CodeCode Available	0
Ecological Data Analysis Based on Machine Learning Algorithms	Dec 21, 2018	BIG-bench Machine LearningClassification	—Unverified	0
Investigating Limit Order Book Characteristics for Short Term Price Prediction: a Machine Learning Approach	Dec 20, 2018	BIG-bench Machine Learning	CodeCode Available	0
Transfer Learning in Astronomy: A New Machine-Learning Paradigm	Dec 20, 2018	AstronomyBIG-bench Machine Learning	—Unverified	0
Subsurface structure analysis using computational interpretation and learning: A visual signal processing perspective	Dec 20, 2018	BIG-bench Machine LearningSeismic Interpretation	—Unverified	0
Machine Learning in Cyber-Security - Problems, Challenges and Data Sets	Dec 19, 2018	BIG-bench Machine Learning	—Unverified	0
Cyberbullying Detection in Social Networks Using Deep Learning Based Models; A Reproducibility Study	Dec 19, 2018	4kBIG-bench Machine Learning	CodeCode Available	0
Using Machine Learning for Handover Optimization in Vehicular Fog Computing	Dec 18, 2018	BIG-bench Machine LearningManagement	—Unverified	0
Molecular Dynamics with Neural-Network Potentials	Dec 18, 2018	Active LearningBIG-bench Machine Learning	—Unverified	0
LORM: Learning to Optimize for Resource Management in Wireless Networks with Few Training Samples	Dec 18, 2018	BIG-bench Machine LearningImitation Learning	—Unverified	0
PROVEN: Certifying Robustness of Neural Networks with a Probabilistic Approach	Dec 18, 2018	BIG-bench Machine Learning	—Unverified	0
Machine Learning for Molecular Dynamics on Long Timescales	Dec 18, 2018	Active LearningBIG-bench Machine Learning	—Unverified	0
A Preliminary Study of Neural Network-based Approximation for HPC Applications	Dec 18, 2018	BIG-bench Machine Learning	CodeCode Available	1
Iterative annotation to ease neural network training: Specialized machine learning in medical image analysis	Dec 18, 2018	BIG-bench Machine LearningMedical Image Analysis	CodeCode Available	0
Hateminers : Detecting Hate speech against Women	Dec 17, 2018	BIG-bench Machine LearningHate Speech Detection	CodeCode Available	0
Winter Road Surface Condition Recognition Using A Pretrained Deep Convolutional Network	Dec 17, 2018	BIG-bench Machine LearningClassification	—Unverified	0
The Adverse Effects of Code Duplication in Machine Learning Models of Code	Dec 16, 2018	BIG-bench Machine Learning	CodeCode Available	2
Stochastic Distributed Optimization for Machine Learning from Decentralized Features	Dec 16, 2018	BIG-bench Machine LearningDistributed Optimization	—Unverified	0
A short review on Applications of Deep learning for Cyber security	Dec 15, 2018	Android Malware DetectionBIG-bench Machine Learning	—Unverified	0
An IoT Analytics Embodied Agent Model based on Context-Aware Machine Learning	Dec 14, 2018	BIG-bench Machine Learning	—Unverified	0
Can Deep Learning Predict Risky Retail Investors? A Case Study in Financial Risk Behavior Forecasting	Dec 14, 2018	BIG-bench Machine LearningDeep Learning	—Unverified	0
Making Sense of Random Forest Probabilities: a Kernel Perspective	Dec 14, 2018	BIG-bench Machine LearningGeneral Classification	—Unverified	0
Helix: Holistic Optimization for Accelerating Iterative Machine Learning	Dec 14, 2018	BIG-bench Machine Learning	—Unverified	0
Machine Learning in Official Statistics	Dec 13, 2018	BIG-bench Machine Learning	—Unverified	0
Improving fairness in machine learning systems: What do industry practitioners need?	Dec 13, 2018	BIG-bench Machine LearningFairness	—Unverified	0

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Benchmark Results

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