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 276–300 of 10033 papers

Title	Date	Tasks	Status	Hype	Score
Computationally Tractable Riemannian Manifolds for Graph Embeddings	Feb 20, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
Compliance Generation for Privacy Documents under GDPR: A Roadmap for Implementing Automation and Machine Learning	Dec 23, 2020	BIG-bench Machine Learning	CodeCode Available	1	5
Compute Trends Across Three Eras of Machine Learning	Feb 11, 2022	BIG-bench Machine LearningDeep Learning	CodeCode Available	1	5
Counterfactual Explanations for Machine Learning on Multivariate Time Series Data	Aug 25, 2020	BIG-bench Machine Learningcounterfactual	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
Coarse Graining Molecular Dynamics with Graph Neural Networks	Jul 22, 2020	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
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
Challenges in Representation Learning: A report on three machine learning contests	Jul 1, 2013	BIG-bench Machine LearningFacial Expression Recognition	CodeCode Available	1	5
Climate-Invariant Machine Learning	Dec 14, 2021	BIG-bench Machine Learning	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
AGNet: Weighing Black Holes with Machine Learning	Nov 30, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	1	5
Cardea: An Open Automated Machine Learning Framework for Electronic Health Records	Oct 1, 2020	Automated Feature EngineeringAutoML	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
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
By-passing the Kohn-Sham equations with machine learning	Sep 9, 2016	BIG-bench Machine Learning	CodeCode Available	1	5
Case study: Mapping potential informal settlements areas in Tegucigalpa with machine learning to plan ground survey	Jun 25, 2020	BIG-bench Machine Learning	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
Canonicalizing Knowledge Base Literals	Jun 26, 2019	BIG-bench Machine Learning	CodeCode Available	1	5
AIPerf: Automated machine learning as an AI-HPC benchmark	Aug 17, 2020	AutoMLBenchmarking	CodeCode Available	1	5
BIKED: A Dataset for Computational Bicycle Design with Machine Learning Benchmarks	Mar 10, 2021	BIG-bench Machine LearningDesign Synthesis	CodeCode Available	1	5
Characterizing metastable states with the help of machine learning	Apr 15, 2022	BIG-bench Machine Learning	CodeCode Available	1	5
Chickenpox Cases in Hungary: a Benchmark Dataset for Spatiotemporal Signal Processing with Graph Neural Networks	Feb 16, 2021	BIG-bench Machine LearningGraph Neural Network	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
Born-Again Tree Ensembles	Mar 24, 2020	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	1	5

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Benchmark Results

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