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 9376–9400 of 10033 papers

Title	Date	Tasks	Status
COVID-19 and Your Smartphone: BLE-based Smart Contact Tracing	May 28, 2020	BIG-bench Machine LearningPrivacy Preserving	CodeCode Available
Discriminating Between Similar Nordic Languages	Dec 11, 2020	BIG-bench Machine LearningLanguage Identification	CodeCode Available
The Game of Tetris in Machine Learning	May 5, 2019	BIG-bench Machine Learningreinforcement-learning	CodeCode Available
The Gaussian equivalence of generative models for learning with shallow neural networks	Jun 25, 2020	BIG-bench Machine Learning	CodeCode Available
Best Response Regression	Dec 1, 2017	BIG-bench Machine Learningregression	CodeCode Available
Predicting SMT Solver Performance for Software Verification	Jan 30, 2017	BIG-bench Machine Learning	CodeCode Available
Discovering long term dependencies in noisy time series data using deep learning	Nov 15, 2020	BIG-bench Machine LearningTime Series	CodeCode Available
Applying Genetic Programming to Improve Interpretability in Machine Learning Models	May 18, 2020	BIG-bench Machine LearningExplainable artificial intelligence	CodeCode Available
Simulation-Assisted Decorrelation for Resonant Anomaly Detection	Sep 4, 2020	Anomaly DetectionBIG-bench Machine Learning	CodeCode Available
Simulation assisted machine learning	Feb 15, 2018	BIG-bench Machine Learning	CodeCode Available
Beneficial and Harmful Explanatory Machine Learning	Sep 9, 2020	BIG-bench Machine LearningSelf-Learning	CodeCode Available
Simulation-based Adversarial Test Generation for Autonomous Vehicles with Machine Learning Components	Apr 18, 2018	Autonomous DrivingAutonomous Vehicles	CodeCode Available
Toward a Next Generation Particle Precipitation Model: Mesoscale Prediction Through Machine Learning (a Case Study and Framework for Progress)	Nov 19, 2020	BIG-bench Machine Learning	CodeCode Available
High-Resolution Road Vehicle Collision Prediction for the City of Montreal	May 21, 2019	BIG-bench Machine LearningPrediction	CodeCode Available
Applying Deep Machine Learning for psycho-demographic profiling of Internet users using O.C.E.A.N. model of personality	Mar 7, 2017	BIG-bench Machine LearningPrediction	CodeCode Available
Transparency, Auditability and eXplainability of Machine Learning Models in Credit Scoring	Sep 28, 2020	BIG-bench Machine Learning	CodeCode Available
Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets	Oct 23, 2017	BenchmarkingBIG-bench Machine Learning	CodeCode Available
Nigraha: Machine-learning based pipeline to identify and evaluate planet candidates from TESS	Jan 22, 2021	BIG-bench Machine Learning	CodeCode Available
AdVersarial: Perceptual Ad Blocking meets Adversarial Machine Learning	Nov 8, 2018	BIG-bench Machine LearningBlocking	CodeCode Available
Adversarial Machine Learning at Scale	Nov 4, 2016	BIG-bench Machine Learning	CodeCode Available
Discovering General-Purpose Active Learning Strategies	Oct 9, 2018	Active LearningBIG-bench Machine Learning	CodeCode Available
Machine Learning Enabled Discovery of Application Dependent Design Principles for Two-dimensional Materials	Mar 19, 2020	BIG-bench Machine Learning	CodeCode Available
Discovering conservation laws from trajectories via machine learning	Feb 8, 2021	BIG-bench Machine Learning	CodeCode Available
Direction Concentration Learning: Enhancing Congruency in Machine Learning	Dec 17, 2019	BIG-bench Machine LearningContinual Learning	CodeCode Available
Applying Deep Learning to Basketball Trajectories	Aug 12, 2016	BIG-bench Machine LearningDeep Learning	CodeCode Available

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Benchmark Results

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