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	Score
Machine learning on knowledge graphs for context-aware security monitoring	May 18, 2021	BIG-bench Machine LearningIntrusion Detection	CodeCode Available	1	5
Challenges in Representation Learning: A report on three machine learning contests	Jul 1, 2013	BIG-bench Machine LearningFacial Expression Recognition	CodeCode Available	1	5
Characterizing metastable states with the help of machine learning	Apr 15, 2022	BIG-bench Machine Learning	CodeCode Available	1	5
Coresets for Data-efficient Training of Machine Learning Models	Jun 5, 2019	BIG-bench Machine LearningOpen-Ended Question Answering	CodeCode Available	1	5
Making a Spiking Net Work: Robust brain-like unsupervised machine learning	Aug 2, 2022	BIG-bench Machine Learning	CodeCode Available	1	5
CLAUDETTE: an Automated Detector of Potentially Unfair Clauses in Online Terms of Service	May 3, 2018	BIG-bench Machine LearningUnfairness Detection	CodeCode Available	1	5
Malware Classification Using Static Disassembly and Machine Learning	Dec 10, 2021	BIG-bench Machine LearningClassification	CodeCode Available	1	5
Manthan: A Data Driven Approach for Boolean Function Synthesis	May 14, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
ManyTypes4Py: A Benchmark Python Dataset for Machine Learning-based Type Inference	Apr 10, 2021	BIG-bench Machine LearningVocal Bursts Type Prediction	CodeCode Available	1	5
Markpainting: Adversarial Machine Learning meets Inpainting	Jun 1, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Clinica: an open source software platform for reproducible clinical neuroscience studies	Jul 21, 2021	BIG-bench Machine LearningDiffusion MRI	CodeCode Available	1	5
Breaking the Computation and Communication Abstraction Barrier in Distributed Machine Learning Workloads	May 12, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Dataset Optimization Strategies for MalwareTraffic Detection	Sep 23, 2020	BIG-bench Machine Learningfeature selection	CodeCode Available	1	5
Enhanced spatio-temporal electric load forecasts using less data with active deep learning	Dec 8, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	1	5
AGNet: Weighing Black Holes with Machine Learning	Nov 30, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	1	5
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	5
MementoML: Performance of selected machine learning algorithm configurations on OpenML100 datasets	Aug 30, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
Classification of Abnormal Hand Movement for Aiding in Autism Detection: Machine Learning Study	Aug 18, 2021	Action DetectionActivity Detection	CodeCode Available	1	5
A graph representation of molecular ensembles for polymer property prediction	May 17, 2022	BIG-bench Machine LearningGraph Neural Network	CodeCode Available	1	5
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation	Feb 9, 2021	BIG-bench Machine LearningClone Detection	CodeCode Available	1	5
MEUZZ: Smart Seed Scheduling for Hybrid Fuzzing	Feb 20, 2020	BIG-bench Machine LearningScheduling	CodeCode Available	1	5
Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing	Oct 6, 2021	BIG-bench Machine Learning	CodeCode Available	1	5
Mixed-Integer Optimization with Constraint Learning	Nov 4, 2021	BIG-bench Machine LearningDecision Making	CodeCode Available	1	5
Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics	Feb 17, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	1	5
Leakage of Dataset Properties in Multi-Party Machine Learning	Jun 12, 2020	AttributeBIG-bench Machine Learning	CodeCode Available	1	5

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Benchmark Results

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