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 176–200 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
AutoSmart: An Efficient and Automatic Machine Learning framework for Temporal Relational Data	Sep 9, 2021	AutoMLBIG-bench Machine Learning	CodeCode Available	1	5
Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification	Oct 19, 2020	AllBIG-bench Machine Learning	CodeCode Available	1	5
Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval	Apr 18, 2021	BIG-bench Machine LearningDomain Adaptation	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
Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines	Jun 26, 2021	BIG-bench Machine LearningManagement	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
AGNet: Weighing Black Holes with Machine Learning	Nov 30, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	1	5
Benchmarking Econometric and Machine Learning Methodologies in Nowcasting	May 6, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1	5
Benchmarking machine learning models on multi-centre eICU critical care dataset	Oct 2, 2019	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1	5
Beyond Trivial Counterfactual Explanations with Diverse Valuable Explanations	Mar 18, 2021	AttributeBIG-bench Machine Learning	CodeCode Available	1	5
Bias in Automated Speaker Recognition	Jan 24, 2022	BIG-bench Machine LearningFace Recognition	CodeCode Available	1	5
Boosting on the shoulders of giants in quantum device calibration	May 13, 2020	BIG-bench Machine LearningFew-Shot Learning	CodeCode Available	1	5
Born-Again Tree Ensembles	Mar 24, 2020	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	1	5
Bridging the gap to real-world for network intrusion detection systems with data-centric approach	Oct 25, 2021	BIG-bench Machine LearningIntrusion Detection	CodeCode Available	1	5
AIPerf: Automated machine learning as an AI-HPC benchmark	Aug 17, 2020	AutoMLBenchmarking	CodeCode Available	1	5
Automated Machine Learning on Graphs: A Survey	Mar 1, 2021	AutoMLBIG-bench Machine Learning	CodeCode Available	1	5
A Comprehensive Review on Non-Neural Networks Collaborative Filtering Recommendation Systems	Jun 20, 2021	BIG-bench Machine LearningCollaborative Filtering	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
Climate-Invariant Machine Learning	Dec 14, 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
A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health	May 26, 2017	BIG-bench Machine Learning	CodeCode Available	1	5
A Comprehensive Survey on Graph Neural Networks	Jan 3, 2019	BIG-bench Machine Learningimage-classification	CodeCode Available	1	5
AutoOED: Automated Optimal Experiment Design Platform	Apr 13, 2021	Bayesian OptimizationBIG-bench Machine Learning	CodeCode Available	1	5

Show:10 25 50

← PrevPage 8 of 402Next →

Benchmark Results

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