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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 9676–9700 of 10033 papers

TitleStatusHype
Road User Abnormal Trajectory Detection using a Deep AutoencoderCode0
Developing and validating multi-modal models for mortality prediction in COVID-19 patients: a multi-center retrospective studyCode0
Adversarial Examples can be Effective Data Augmentation for Unsupervised Machine LearningCode0
A Human-Grounded Evaluation Benchmark for Local Explanations of Machine LearningCode0
Sound Event Detection: A TutorialCode0
Incentivizing Collaboration in Machine Learning via Synthetic Data RewardsCode0
Band gap prediction for large organic crystal structures with machine learningCode0
InClass Nets: Independent Classifier Networks for Nonparametric Estimation of Conditional Independence Mixture Models and Unsupervised ClassificationCode0
Including Physics in Deep Learning -- An example from 4D seismic pressure saturation inversionCode0
Theoretical Impediments to Machine Learning With Seven Sparks from the Causal RevolutionCode0
Incorporating physical constraints in a deep probabilistic machine learning framework for coarse-graining dynamical systemsCode0
Developing an App to interpret Chest X-rays to support the diagnosis of respiratory pathology with Artificial IntelligenceCode0
Probabilistic Linear Solvers for Machine LearningCode0
A Note on k-support Norm Regularized Risk MinimizationCode0
Incremental and Iterative Learning of Answer Set Programs from Mutually Distinct ExamplesCode0
Probabilistic Matrix Factorization for Automated Machine LearningCode0
Probabilistic Random Forest: A machine learning algorithm for noisy datasetsCode0
Probabilistic Rollouts for Learning Curve Extrapolation Across Hyperparameter SettingsCode0
Machine learning initialization to accelerate Stokes profile inversionsCode0
Theoretical Modeling of the Iterative Properties of User Discovery in a Collaborative Filtering Recommender SystemCode0
Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine LearningCode0
Robust Bayesian RecourseCode0
Robust Benchmarking for Machine Learning of Clinical Entity ExtractionCode0
Individual dynamic prediction of clinical endpoint from large dimensional longitudinal biomarker history: a landmark approachCode0
Systematic Misestimation of Machine Learning Performance in Neuroimaging Studies of DepressionCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified