Concepedia

Konstantinos D. Polyzos

KD

4

Publications

91

Citations

4

H-Index

2019

Active since

Affiliations

University of Minnesota(Current)

Konstantinos D. Polyzos is an author at University of Minnesota specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningArtificial IntelligenceData MiningDeep LearningPublic HealthRobot LearningBayesian Methods

Publications per year

2019–2023

4

Publications

4

Surrogate Modeling for Bayesian Optimization Beyond a Single Gaussian Process

Qin Lu, Konstantinos D. Polyzos, Bingcong Li et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023 · 43 citations

Artificial Intelligence, Engineering, Machine Learning +20

Ensemble Gaussian Processes for Online Learning Over Graphs With Adaptivity and Scalability

Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis · IEEE Transactions on Signal Processing · 2021 · 27 citations

Graph-Adaptive Incremental Learning Using an Ensemble of Gaussian Process Experts

Konstantinos D. Polyzos, Qin Lu, Georgios B. Giannakis · 2021 · 11 citations

Artificial Intelligence, Incremental Learning, Engineering +17

New BEM/BEM and BEM/FEM scalar potential formulations for magnetostatic problems

Dimitrios C. Rodopoulos, Theodore V. Gortsas, Konstantinos D. Polyzos et al. · Engineering Analysis with Boundary Elements · 2019 · 10 citations

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