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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

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Showing 6951–7000 of 10033 papers

TitleStatusHype
Wave Physics as an Analog Recurrent Neural NetworkCode0
Machine Learning in the Air—0
Real numbers, data science and chaos: How to fit any dataset with a single parameterCode0
Deep-MAPS: Machine Learning based Mobile Air Pollution Sensing—0
Softmax Optimizations for Intel Xeon Processor-based Platforms—0
Working women and caste in India: A study of social disadvantage using feature attributionCode0
Sentiment Classification using N-gram IDF and Automated Machine Learning—0
Survey of Computer Vision and Machine Learning in Gastrointestinal Endoscopy—0
General risk measures for robust machine learning—0
Benchmark and Survey of Automated Machine Learning FrameworksCode0
DeepFreak: Learning Crystallography Diffraction Patterns with Automated Machine LearningCode0
Learning Semantic Vector Representations of Source Code via a Siamese Neural Network—0
Declarative Recursive Computation on an RDBMS, or, Why You Should Use a Database For Distributed Machine Learning—0
Machine Learning For Distributed Acoustic Sensors, Classic versus Image and Deep Neural Networks Approach—0
Reviewing Data Access Patterns and Computational Redundancy for Machine Learning Algorithms—0
TreeGrad: Transferring Tree Ensembles to Neural NetworksCode0
Reducing The Search Space For Hyperparameter Optimization Using Group Sparsity—0
Machine Learning Tips and Tricks for Power Line Communications—0
Comparing machine learning models to choose the variable ordering for cylindrical algebraic decomposition—0
A Robust Approach for Securing Audio Classification Against Adversarial Attacks—0
D-VAE: A Variational Autoencoder for Directed Acyclic GraphsCode0
Mercator: uncovering faithful hyperbolic embeddings of complex networksCode0
Horseshoe Regularization for Machine Learning in Complex and Deep Models—0
Applying machine learning to improve simulations of a chaotic dynamical system using empirical error correction—0
Machine learning for long-distance quantum communicationCode0
Optical machine learning with incoherent light and a single-pixel detector—0
The Scientific Method in the Science of Machine Learning—0
Regression-Enhanced Random Forests—0
A neural network-based framework for financial model calibration—0
Identifying cross country skiing techniques using power meters in ski polesCode0
A survey on Big Data and Machine Learning for Chemistry—0
Galaxy Learning -- A Position Paper—0
ExplaiNE: An Approach for Explaining Network Embedding-based Link Predictions—0
Data Cleaning for Accurate, Fair, and Robust Models: A Big Data - AI Integration Approach—0
Revisiting Multi-Step Nonlinearity Compensation with Machine Learning—0
Distributed Differentially Private Computation of Functions with Correlated NoiseCode0
Machine Learning Based Analysis of Finnish World War II PhotographersCode0
State Classification of Cooking Objects Using a VGG CNN—0
Intermittent Learning: On-Device Machine Learning on Intermittently Powered SystemCode0
Can Machine Learning Model with Static Features be Fooled: an Adversarial Machine Learning Approach—0
LIBS2ML: A Library for Scalable Second Order Machine Learning AlgorithmsCode0
Understanding Neural Networks via Feature Visualization: A surveyCode0
Examining the Capability of GANs to Replace Real Biomedical Images in Classification Models Training—0
Convolutional neural networks: a magic bullet for gravitational-wave detection?Code1
(De)Constructing Bias on Skin Lesion DatasetsCode0
DScribe: Library of Descriptors for Machine Learning in Materials ScienceCode0
Text Classification Algorithms: A SurveyCode1
SOMOSPIE: A modular SOil MOisture SPatial Inference Engine based on data driven decisions—0
HARK Side of Deep Learning -- From Grad Student Descent to Automated Machine Learning—0
Persistence Curves: A canonical framework for summarizing persistence diagramsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100—Unverified