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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 9801–9850 of 10033 papers

TitleStatusHype
RtFPS: An Interactive Map that Visualizes and Predicts Wildfires in the USCode0
Intermittent Learning: On-Device Machine Learning on Intermittently Powered SystemCode0
Machine Learning Models that Remember Too MuchCode0
On the Spectrum of Random Features Maps of High Dimensional DataCode0
A high-bias, low-variance introduction to Machine Learning for physicistsCode0
A Supervised Machine Learning Approach for Accelerating the Design of Particulate Composites: Application to Thermal ConductivityCode0
A Step Toward Quantifying Independently Reproducible Machine Learning ResearchCode0
RuleMatrix: Visualizing and Understanding Classifiers with RulesCode0
Speech-Based Emotion Recognition using Neural Networks and Information VisualizationCode0
Detecting Dementia through Retrospective Analysis of Routine Blog Posts by Bloggers with DementiaCode0
On the Explanation of Machine Learning Predictions in Clinical Gait AnalysisCode0
Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data ReleaseCode0
A machine learning framework for computationally expensive transient modelsCode0
Task-based End-to-end Model Learning in Stochastic OptimizationCode0
Machine Learning of Accurate Energy-conserving Molecular Force FieldsCode0
Balancing Competing Objectives with Noisy Data: Score-Based Classifiers for Welfare-Aware Machine LearningCode0
Tuning Fairness by Balancing Target LabelsCode0
Sacrificing information for the greater good: how to select photometric bands for optimal accuracyCode0
Ontology-based Interpretable Machine Learning for Textual DataCode0
Machine learning of hierarchical clustering to segment 2D and 3D imagesCode0
Detecting Attackable Sentences in ArgumentsCode0
Machine Learning of Linear Differential Equations using Gaussian ProcessesCode0
Detecting and analysing spontaneous oral cancer speech in the wildCode0
Density Fixing: Simple yet Effective Regularization Method based on the Class PriorCode0
Probabilistic Verification of Fairness Properties via ConcentrationCode0
Machine Learning of Partial Differential Equations from Noise DataCode0
Vision-based inspection system employing computer vision & neural networks for detection of fractures in manufactured componentsCode0
Assessing Sensitivity of Machine Learning Predictions.A Novel Toolbox with an Application to Financial LiteracyCode0
OPAM: Online Purchasing-behavior Analysis using Machine learningCode0
Consensus-Based Optimization on the Sphere: Convergence to Global Minimizers and Machine LearningCode0
An Interactive Visualization Tool for Understanding Active LearningCode0
Baidu Apollo Auto-Calibration System - An Industry-Level Data-Driven and Learning based Vehicle Longitude Dynamic Calibrating AlgorithmCode0
OpenBioLink: A benchmarking framework for large-scale biomedical link predictionCode0
Density reconstruction from schlieren images through Bayesian nonparametric modelsCode0
Is your model predicting the past?Code0
Using Apple Machine Learning Algorithms to Detect and Subclassify Non-Small Cell Lung CancerCode0
Backdoor Learning Curves: Explaining Backdoor Poisoning Beyond Influence FunctionsCode0
SafePredict: A Meta-Algorithm for Machine Learning That Uses Refusals to Guarantee CorrectnessCode0
Machine Learning on data with sPlot background subtractionCode0
Transparent Single-Cell Set Classification with Kernel Mean EmbeddingsCode0
OpenML: An R Package to Connect to the Machine Learning Platform OpenMLCode0
OpenML Benchmarking SuitesCode0
OpenML: networked science in machine learningCode0
Conflicting Interactions Among Protection Mechanisms for Machine Learning ModelsCode0
Interpretation of machine learning predictions for patient outcomes in electronic health recordsCode0
OpenML-Python: an extensible Python API for OpenMLCode0
Interpretation of Neural Networks is FragileCode0
Integration of Leaky-Integrate-and-Fire-Neurons in Deep Learning ArchitecturesCode0
Conditional independence testing: a predictive perspectiveCode0
Machine Learning on Sequential Data Using a Recurrent Weighted AverageCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified