Found 4006 results, showing the newest relevant preprints. Sort by relevancy only.Update me on new preprints

Real-time flare prediction based on distinctions between flaring and non-flaring active region spectra

Although machine learning models have advanced with each successive publication, the input data has remained largely fixed on magnetic features. Expand abstract.
60 days ago
5/10 relevant
arXiv

Benefits of Jointly Training Autoencoders: An Improved Neural Tangent Kernel Analysis

A remarkable recent discovery in machine learning has been that deep neural networks can achieve impressive performance (in terms of both lower training error and higher generalization capacity) in the regime where they are massively over-parameterized. Expand abstract.
61 days ago
4/10 relevant
arXiv

Jejueo Datasets for Machine Translation and Speech Synthesis

We hope that these datasets will attract interest of both language and machine learning communities. Expand abstract.
61 days ago
4/10 relevant
arXiv

Multiscale modeling meets machine learning: What can we learn?

With a view towards applications in the life sciences, we discuss the state of the art of combining machine learning and multiscale modeling, identify applications and opportunities, raise open questions, and address potential challenges and limitations. Expand abstract.
61 days ago
10/10 relevant
arXiv

Bayesian Optimization for Categorical and Category-Specific Continuous Inputs

We perform a variety of experiments: optimization of several benchmark functions, hyper-parameter tuning of a neural network, and automatic selection of the best machine learning model along with its optimal hyper-parameters (a.k.a automated machine learning). Expand abstract.
61 days ago
4/10 relevant
arXiv

Wage Indexation and Jobs. A Machine Learning Approach

This paper uses a novel, machine learning based approach to construct a counterfactual experiment. Expand abstract.
61 days ago
10/10 relevant
NEP RePEc

An application of machine learning to assist medication order review by pharmacists in a health care center

We conclude that machine learning has potential for helping pharmacists review medication orders. Expand abstract.
61 days ago
10/10 relevant
medRxiv

Ensemble Machine Learning Modeling for the Prediction of Artemisinin Resistance in Malaria

This is demonstrated by the use of multiple machine learning algorithms combined with various scaling and normalization preprocessing steps. Expand abstract.
61 days ago
10/10 relevant
bioRxiv

Annotation-free Learning of Plankton for Classification and Anomaly Detection

Our algorithms approach the performance of existing supervised machine learning algorithms when tested on a plankton dataset generated from a custom-built lensless digital device. Expand abstract.
61 days ago
5/10 relevant
bioRxiv

Machine Learning Reactivity in the Chemical Space Surrounding Vaska's Complex

Machine learning models, including neural networks, Bayesian optimization, gradient boosting and Gaussian processes, were trained with DFT data for the accurate, affordable and explainable prediction of hydrogen activation barriers in the chemical space surrounding Vaska's complex. Expand abstract.
61 days ago
10/10 relevant
chemRxiv