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 1726–1750 of 10033 papers

Title	Date	Tasks	Status	Score
Density reconstruction from schlieren images through Bayesian nonparametric models	Jan 13, 2022	BIG-bench Machine LearningDensity Estimation	CodeCode Available	5
A predictive analytics approach for stroke prediction using machine learning and neural networks	Mar 1, 2022	BenchmarkingBIG-bench Machine Learning	CodeCode Available	5
Detecting Attackable Sentences in Arguments	Oct 6, 2020	BIG-bench Machine LearningSentence	CodeCode Available	5
A Pragmatic Machine Learning Approach to Quantify Tumor Infiltrating Lymphocytes in Whole Slide Images	Feb 14, 2022	BIG-bench Machine LearningCell Detection	CodeCode Available	5
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting	Dec 22, 2018	BIG-bench Machine LearningUncertainty Quantification	CodeCode Available	5
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction	Sep 4, 2020	BIG-bench Machine LearningPrediction	CodeCode Available	5
Multimodal Speech Emotion Recognition and Ambiguity Resolution	Apr 12, 2019	BIG-bench Machine LearningEmotion Recognition	CodeCode Available	5
Deep Spatial Learning with Molecular Vibration	Nov 14, 2020	BIG-bench Machine LearningComputational chemistry	CodeCode Available	5
AutoWeka4MCPS-AVATAR: Accelerating Automated Machine Learning Pipeline Composition and Optimisation	Nov 21, 2020	BIG-bench Machine LearningCPU	CodeCode Available	5
Deep Super Learner: A Deep Ensemble for Classification Problems	Mar 6, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Residual Mixture Models	Jun 22, 2020	BIG-bench Machine Learning	CodeCode Available	5
MusicMood: Predicting the mood of music from song lyrics using machine learning	Nov 1, 2016	BIG-bench Machine LearningMusic Recommendation	CodeCode Available	5
MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems	Dec 3, 2015	BIG-bench Machine LearningClustering	CodeCode Available	5
ABCinML: Anticipatory Bias Correction in Machine Learning Applications	Jun 14, 2022	BIG-bench Machine LearningFairness	CodeCode Available	5
Deep Reinforcement Learning for Synthesizing Functions in Higher-Order Logic	Oct 25, 2019	Automated Theorem ProvingBIG-bench Machine Learning	CodeCode Available	5
DeepSim: A Reinforcement Learning Environment Build Toolkit for ROS and Gazebo	May 17, 2022	BIG-bench Machine Learningreinforcement-learning	CodeCode Available	5
Near-linear time approximation algorithms for optimal transport via Sinkhorn iteration	May 26, 2017	BIG-bench Machine Learning	CodeCode Available	5
Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with Dementia	Aug 1, 2017	BIG-bench Machine Learning	CodeCode Available	5
Differentiable Iterated Function Systems	Mar 2, 2022	BIG-bench Machine Learning	CodeCode Available	5
A Locally Adaptive Interpretable Regression	May 7, 2020	BIG-bench Machine LearningEconometrics	CodeCode Available	5
A Workflow for Visual Diagnostics of Binary Classifiers using Instance-Level Explanations	May 4, 2017	BIG-bench Machine Learning	CodeCode Available	5
Approval policies for modifications to Machine Learning-Based Software as a Medical Device: A study of bio-creep	Dec 28, 2019	BIG-bench Machine LearningMarketing	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
Deep localization of protein structures in fluorescence microscopy images	Oct 9, 2019	BIG-bench Machine LearningGeneral Classification	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5

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Benchmark Results

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