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 451–475 of 10033 papers

Title	Date	Tasks	Status	Hype
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction	Dec 9, 2020	BIG-bench Machine LearningImage Reconstruction	CodeCode Available	1
Machine Learning for Glacier Monitoring in the Hindu Kush Himalaya	Dec 9, 2020	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
Logic Synthesis Meets Machine Learning: Trading Exactness for Generalization	Dec 4, 2020	BIG-bench Machine Learning	CodeCode Available	1
FairBatch: Batch Selection for Model Fairness	Dec 3, 2020	BIG-bench Machine LearningBilevel Optimization	CodeCode Available	1
Advanced Graph and Sequence Neural Networks for Molecular Property Prediction and Drug Discovery	Dec 2, 2020	BIG-bench Machine LearningDrug Discovery	CodeCode Available	1
ReproducedPapers.org: Openly teaching and structuring machine learning reproducibility	Dec 1, 2020	BIG-bench Machine Learning	CodeCode Available	1
Deploying deep learning in OpenFOAM with TensorFlow	Dec 1, 2020	BIG-bench Machine LearningDeep Learning	CodeCode Available	1
Multiparameter Persistence Image for Topological Machine Learning	Dec 1, 2020	BIG-bench Machine LearningTopological Data Analysis	CodeCode Available	1
PMLB v1.0: An open source dataset collection for benchmarking machine learning methods	Nov 30, 2020	BenchmarkingBIG-bench Machine Learning	CodeCode Available	1
AGNet: Weighing Black Holes with Machine Learning	Nov 30, 2020	BIG-bench Machine LearningTime Series	CodeCode Available	1
Detecting Video Game Player Burnout with the Use of Sensor Data and Machine Learning	Nov 29, 2020	BIG-bench Machine LearningInterpretable Machine Learning	CodeCode Available	1
What is a meaningful representation of protein sequences?	Nov 28, 2020	BIG-bench Machine LearningTransfer Learning	CodeCode Available	1
Interactive Machine Learning of Musical Gesture	Nov 26, 2020	BIG-bench Machine LearningReinforcement Learning (RL)	CodeCode Available	1
Conjecturing-Based Discovery of Patterns in Data	Nov 23, 2020	BIG-bench Machine Learningregression	CodeCode Available	1
Differentially Private Learning Needs Better Features (or Much More Data)	Nov 23, 2020	BIG-bench Machine Learning	CodeCode Available	1
Asymmetric Private Set Intersection with Applications to Contact Tracing and Private Vertical Federated Machine Learning	Nov 18, 2020	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	1
Learning outside the Black-Box: The pursuit of interpretable models	Nov 17, 2020	BIG-bench Machine Learning	CodeCode Available	1
NightVision: Generating Nighttime Satellite Imagery from Infra-Red Observations	Nov 13, 2020	BIG-bench Machine LearningSSIM	CodeCode Available	1
Differentially Private Synthetic Data: Applied Evaluations and Enhancements	Nov 11, 2020	BIG-bench Machine Learning	CodeCode Available	1
Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers	Nov 11, 2020	BIG-bench Machine LearningCombinatorial Optimization	CodeCode Available	1
Hurricane Forecasting: A Novel Multimodal Machine Learning Framework	Nov 11, 2020	BIG-bench Machine LearningDecoder	CodeCode Available	1
Is Private Learning Possible with Instance Encoding?	Nov 10, 2020	BIG-bench Machine Learning	CodeCode Available	1
Uncertainty estimation for molecular dynamics and sampling	Nov 10, 2020	Active LearningBIG-bench Machine Learning	CodeCode Available	1
Privacy-Preserving XGBoost Inference	Nov 9, 2020	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available	1

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Benchmark Results

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