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 1701–1725 of 10033 papers

Title	Date	Tasks	Status	Score
Altruist: Argumentative Explanations through Local Interpretations of Predictive Models	Oct 15, 2020	BIG-bench Machine LearningFeature Importance	CodeCode Available	5
Developing a Portable Natural Language Processing Based Phenotyping System	Jul 17, 2018	BIG-bench Machine Learning	CodeCode Available	5
Demystifying Black-box Models with Symbolic Metamodels	Dec 1, 2019	BIG-bench Machine Learning	CodeCode Available	5
Density reconstruction from schlieren images through Bayesian nonparametric models	Jan 13, 2022	BIG-bench Machine LearningDensity Estimation	CodeCode Available	5
Deep Super Learner: A Deep Ensemble for Classification Problems	Mar 6, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
MLIC: A MaxSAT-Based framework for learning interpretable classification rules	Dec 5, 2018	BIG-bench Machine LearningClassification	CodeCode Available	5
Deep Uncertainty Quantification: A Machine Learning Approach for Weather Forecasting	Dec 22, 2018	BIG-bench Machine LearningUncertainty Quantification	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
Deep Spatial Learning with Molecular Vibration	Nov 14, 2020	BIG-bench Machine LearningComputational chemistry	CodeCode Available	5
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction	Sep 4, 2020	BIG-bench Machine LearningPrediction	CodeCode Available	5
mlpy: Machine Learning Python	Feb 29, 2012	BIG-bench Machine Learning	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 Reinforcement Learning for Synthesizing Functions in Higher-Order Logic	Oct 25, 2019	Automated Theorem ProvingBIG-bench Machine Learning	CodeCode Available	5
ML with HE: Privacy Preserving Machine Learning Inferences for Genome Studies	Oct 21, 2021	BIG-bench Machine LearningCloud Computing	CodeCode Available	5
Deep Residual Mixture Models	Jun 22, 2020	BIG-bench Machine Learning	CodeCode Available	5
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning	Dec 23, 2020	Automated Feature EngineeringBIG-bench Machine Learning	CodeCode Available	5
Deep Particulate Matter Forecasting Model Using Correntropy-Induced Loss	Jun 6, 2021	BIG-bench Machine LearningTime Series	CodeCode Available	5
DeepMind Lab	Dec 12, 2016	BIG-bench Machine Learning	CodeCode Available	5
ABCinML: Anticipatory Bias Correction in Machine Learning Applications	Jun 14, 2022	BIG-bench Machine LearningFairness	CodeCode Available	5
DeepLogic: Towards End-to-End Differentiable Logical Reasoning	May 18, 2018	BIG-bench Machine LearningLogical Reasoning	CodeCode Available	5
A Fast Proximal Point Method for Computing Exact Wasserstein Distance	Feb 12, 2018	BIG-bench Machine Learning	CodeCode Available	5
DeepNNK: Explaining deep models and their generalization using polytope interpolation	Jul 20, 2020	BIG-bench Machine LearningInterpretability Techniques for Deep 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
Density Fixing: Simple yet Effective Regularization Method based on the Class Prior	Jul 8, 2020	BIG-bench Machine Learning	CodeCode Available	5
Developing Bug-Free Machine Learning Systems With Formal Mathematics	Jun 26, 2017	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