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 476–500 of 10033 papers

Title	Date	Tasks	Status	Hype
Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya	Dec 9, 2020	BIG-bench Machine Learning	CodeCode Available	1
Approximating Network Centrality Measures Using Node Embedding and Machine Learning	Jun 29, 2020	BIG-bench Machine LearningGraph Embedding	CodeCode Available	1
Approximate Network Motif Mining Via Graph Learning	Jun 2, 2022	BIG-bench Machine LearningGraph Classification	CodeCode Available	1
Machine Learning on Graphs: A Model and Comprehensive Taxonomy	May 7, 2020	BIG-bench Machine LearningDecoder	CodeCode Available	1
Machine learning on knowledge graphs for context-aware security monitoring	May 18, 2021	BIG-bench Machine LearningIntrusion Detection	CodeCode Available	1
Machine Learning Sensors	Jun 7, 2022	BIG-bench Machine Learning	CodeCode Available	1
Machine Learning Simulates Agent-Based Model Towards Policy	Mar 4, 2022	BIG-bench Machine Learning	CodeCode Available	1
A Preliminary Study of Neural Network-based Approximation for HPC Applications	Dec 18, 2018	BIG-bench Machine Learning	CodeCode Available	1
Making a Spiking Net Work: Robust brain-like unsupervised machine learning	Aug 2, 2022	BIG-bench Machine Learning	CodeCode Available	1
Malware Classification Using Static Disassembly and Machine Learning	Dec 10, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1
MANGO: A Python Library for Parallel Hyperparameter Tuning	May 22, 2020	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	1
Mapping Images to Psychological Similarity Spaces Using Neural Networks	Apr 20, 2018	BIG-bench Machine Learning	CodeCode Available	1
Markpainting: Adversarial Machine Learning meets Inpainting	Jun 1, 2021	BIG-bench Machine Learning	CodeCode Available	1
Enhanced spatio-temporal electric load forecasts using less data with active deep learning	Dec 8, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	1
AGNet: Weighing Black Holes with Machine Learning	Nov 30, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	1
A GNN-RNN Approach for Harnessing Geospatial and Temporal Information: Application to Crop Yield Prediction	Nov 17, 2021	BIG-bench Machine LearningCrop Yield Prediction	CodeCode Available	1
Dendrite Net: A White-Box Module for Classification, Regression, and System Identification	Apr 8, 2020	AttributeBIG-bench Machine Learning	CodeCode Available	1
Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning Study	Aug 18, 2021	Action DetectionActivity Detection	CodeCode Available	1
A graph representation of molecular ensembles for polymer property prediction	May 17, 2022	BIG-bench Machine LearningGraph Neural Network	CodeCode Available	1
Meta Dropout: Learning to Perturb Features for Generalization	May 30, 2019	BIG-bench Machine LearningMeta-Learning	CodeCode Available	1
Meta Dropout: Learning to Perturb Latent Features for Generalization	May 1, 2020	BIG-bench Machine LearningMeta-Learning	CodeCode Available	1
MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing	Feb 20, 2020	BIG-bench Machine LearningScheduling	CodeCode Available	1
Mill.jl and JsonGrinder.jl: automated differentiable feature extraction for learning from raw JSON data	May 19, 2021	BIG-bench Machine LearningFeature Engineering	CodeCode Available	1
ML4CO-KIDA: Knowledge Inheritance in Dataset Aggregation	Jan 25, 2022	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	1
Apache Submarine: A Unified Machine Learning Platform Made Simple	Aug 22, 2021	BIG-bench Machine Learning	CodeCode Available	1

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Benchmark Results

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