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BIG-bench Machine Learning

This branch include most common machine learning fundamental algorithms.

Papers

Showing 47764800 of 10033 papers

TitleStatusHype
A Combined Approach To Detect Key Variables In Thick Data Analytics0
Sampling Techniques in Bayesian Target EncodingCode1
BadNL: Backdoor Attacks against NLP Models with Semantic-preserving Improvements0
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine LearningCode1
Wavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties0
When Machine Learning Meets Multiscale Modeling in Chemical Reactions0
A machine learning approach for forecasting hierarchical time series0
Estimating Principal Components under Adversarial Perturbations0
Momentum-based variance-reduced proximal stochastic gradient method for composite nonconvex stochastic optimization0
Data-driven Optimal Power Flow: A Physics-Informed Machine Learning Approach0
Ridge Regularization: an Essential Concept in Data Science0
An Empirical Study of Software Exceptions in the Field using Search Logs0
Digital twin, physics-based model, and machine learning applied to damage detection in structures0
Machine Learning Systems for Intelligent Services in the IoT: A Survey0
Machine Learning Fund Categorizations0
A Hierarchical Deep Convolutional Neural Network and Gated Recurrent Unit Framework for Structural Damage Detection0
A Process for the Evaluation of Node Embedding Methods in the Context of Node Classification0
Machine learning in spectral domainCode1
Explainable Artificial Intelligence: a Systematic Review0
Quasi-orthonormal Encoding for Machine Learning ApplicationsCode0
A Performance-Explainability Framework to Benchmark Machine Learning Methods: Application to Multivariate Time Series Classifiers0
Targeting SARS-CoV-2 with AI- and HPC-enabled Lead Generation: A First Data ReleaseCode0
Hyperbolic Manifold Regression0
Machine Learning for Condensed Matter Physics0
Machine Learning Time Series Regressions with an Application to NowcastingCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Fb232account and password 100Unverified