Results 161 to 170 of about 2,509,053 (235)

Distributionally Robust Bayesian Optimization via Sinkhorn-Based Wasserstein Barycenter

Machine Learning and Knowledge Extraction
This paper introduces a novel framework for Distributionally Robust Bayesian Optimization (DRBO) with continuous context that integrates optimal transport theory and entropic regularization.
Iman Seyedi, Antonio Candelieri, Francesco Archetti   +2 more
doaj   +1 more source

Quantum distance approximation for persistence diagrams

Journal of Physics: Complexity
Topological data analysis (TDA) methods can be useful for classification and clustering tasks in many different fields as they can provide two dimensional persistence diagrams that summarize important information about the shape of potentially complex ...
Bernardo Ameneyro, Rebekah Herrman, George Siopsis, Vasileios Maroulas   +3 more
doaj   +1 more source

A novel kernel Wasserstein distance on Gaussian measures: An application of identifying dental artifacts in head and neck computed tomography. [PDF]

Comput Biol Med, 2020
Oh JH, Pouryahya M, Iyer A, Apte AP, Deasy JO, Tannenbaum A.   +5 more
europepmc   +1 more source

EEG Signal Reconstruction Using a Generative Adversarial Network With Wasserstein Distance and Temporal-Spatial-Frequency Loss. [PDF]

Front Neuroinform, 2020
Luo TJ, Fan Y, Chen L, Guo G, Zhou C.
europepmc   +1 more source

Detection of LUAD-Associated Genes Using Wasserstein Distance in Multiomics Feature Selection. [PDF]

Bioengineering (Basel)
Zhao S, Huang S, Yang L, Zhou W, Li K, Wang S.   +5 more
europepmc   +1 more source

Clustering Cu-S based compounds using periodic table representation and compositional Wasserstein distance. [PDF]

Sci Rep
Hao S, Xia T, Zhang R, Guo M.
europepmc   +1 more source

CONSTRUCTION OF 4D NEONATAL CORTICAL SURFACE ATLASES USING WASSERSTEIN DISTANCE. [PDF]

Proc IEEE Int Symp Biomed Imaging, 2019
Chen Z, Wu Z, Sun L, Wang F, Wang L, Lin W, Gilmore JH, Shen D, Li G.   +8 more
europepmc   +1 more source

Domain adaptation via Wasserstein distance and discrepancy metric for chest X-ray image classification. [PDF]

Sci Rep
He B, Chen Y, Zhu D, Xu Z.
europepmc   +1 more source

Fine-YOLO: A Simplified X-ray Prohibited Object Detection Network Based on Feature Aggregation and Normalized Wasserstein Distance. [PDF]

Sensors (Basel)
Zhou YT, Cao KY, Li, Piao JC.
europepmc   +1 more source

Enhancing Diffusion MRI Measures By Integrating Grey and White Matter Morphometry With Hyperbolic Wasserstein Distance. [PDF]

Proc IEEE Int Symp Biomed Imaging, 2017
Zhang W, Shi J, Yu J, Zhan L, Thompson PM, Wang Y.   +5 more
europepmc   +1 more source