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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 10511100 of 10033 papers

TitleStatusHype
Uncertainty Quantification in Scientific Machine Learning: Methods, Metrics, and ComparisonsCode2
Visual Exploration of Machine Learning Model Behavior with Hierarchical Surrogate Rule SetsCode0
A Study on the Ambiguity in Human Annotation of German Oral History Interviews for Perceived Emotion Recognition and Sentiment Analysis0
Transparent Single-Cell Set Classification with Kernel Mean EmbeddingsCode0
Machine learning prediction for mean motion resonance behaviour -- The planar case0
Nonparametric Feature Selection by Random Forests and Deep Neural Networks0
Bridging the Language Gap: An Empirical Study of Bindings for Open Source Machine Learning Libraries Across Software Package EcosystemsCode0
Socioeconomic disparities and COVID-19: the causal connections0
The Risks and Rewards of Invariant Risk Minimization0
Using Machine Learning to Detect Rotational Symmetries from Reflectional Symmetries in 2D ImagesCode0
Data-Centric Machine Learning in the Legal Domain0
A Brief Survey of Machine Learning Methods for Emotion Prediction using Physiological Data0
Using Machine Learning Based Models for Personality Recognition0
Face Detection in Extreme Conditions: A Machine-learning Approach0
Active Gradual Machine Learning for Entity ResolutionCode0
Biasly: a machine learning based platform for automatic racial discrimination detection in online texts0
Robin: A Novel Online Suicidal Text Corpus of Substantial Breadth and Scale0
Mitigating cold start problems in drug-target affinity prediction with interaction knowledge transferringCode0
Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms0
Adversarial Machine Learning Threat Analysis and Remediation in Open Radio Access Network (O-RAN)0
A Taxonomy of Information Attributes for Test Case Prioritisation: Applicability, Machine LearningCode0
Discrete Simulation Optimization for Tuning Machine Learning Method Hyperparameters0
Machine Learning for Food Review and Recommendation0
Machine Learning of polymer types from the spectral signature of Raman spectroscopy microplastics data0
A causal model of safety assurance for machine learning0
Adaptive Transfer Learning for Plant Phenotyping0
Prediction of Drug-Induced TdP Risks Using Machine Learning and Rabbit Ventricular Wedge Assay0
Manifoldron: Direct Space Partition via Manifold DiscoveryCode1
Density reconstruction from schlieren images through Bayesian nonparametric modelsCode0
The Fairness Field Guide: Perspectives from Social and Formal Sciences0
Towards Quantum Graph Neural Networks: An Ego-Graph Learning Approach0
Towards a Reference Software Architecture for Human-AI Teaming in Smart Manufacturing0
Improving VAE based molecular representations for compound property predictionCode1
Hyperparameter Importance for Machine Learning Algorithms0
Predicting Terrorist Attacks in the United States using Localized News Data0
Blackbox Post-Processing for Multiclass FairnessCode0
Detection of brain tumors using machine learning algorithms0
When Machine Learning Meets Spectrum Sharing Security: Methodologies and Challenges0
Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features?0
Fighting Money Laundering with Statistics and Machine Learning0
Systematic Literature Review: Quantum Machine Learning and its applications0
Application of Machine Learning-Based Pattern Recognition in IoT Devices: Review0
IoTGAN: GAN Powered Camouflage Against Machine Learning Based IoT Device Identification0
Predictions of Reynolds and Nusselt numbers in turbulent convection using machine-learning models0
A Simulation Platform for Multi-tenant Machine Learning Services on Thousands of GPUs0
A machine learning search for optimal GARCH parameters0
A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort studyCode1
Discriminant Analysis in Contrasting Dimensions for Polycystic Ovary Syndrome Prognostication0
Machine learning enabling high-throughput and remote operations at large-scale user facilitiesCode0
Forecasting Loss of Signal in Optical Networks with Machine Learning0
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Benchmark Results

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