Bayesian Optimization in Action

Authors: Quan Nguyen

Resource Type: eBook.

Subjects: Mathematical optimization--Data processing, Bayesian statistical decision theory, Gaussian processes--Data processing, Machine learning--Mathematics

Categories: COMPUTERS / Data Science / Machine Learning, COMPUTERS / Data Science / Neural Networks, COMPUTERS / Data Science / Data Modeling & Design

Bayesian computational methods : a comparison

Authors: Tua, A., Zarb Adami, Kristian

Subject Terms: Bayesian statistical decision theory, Variational inequalities (Mathematics), Gaussian processes -- Data processing

Relation: https://www.um.edu.mt/library/oar//handle/123456789/41123

Availability: https://www.um.edu.mt/library/oar//handle/123456789/41123

Bayesian Reasoning and Gaussian Processes for Machine Learning Applications

Authors: Hemachandran K, Shubham Tayal, Preetha Mary George, Parveen Singla, Utku Kose

Resource Type: eBook.

Subjects: Machine learning, Gaussian processes--Data processing, Bayesian statistical decision theory--Data processing

Categories: MATHEMATICS / Probability & Statistics / Bayesian Analysis, BUSINESS & ECONOMICS / Statistics, COMPUTERS / Data Science / Data Analytics, COMPUTERS / Machine Theory, MATHEMATICS / Probability & Statistics / General

Surrogates : Gaussian Process Modeling, Design, and Optimization for the Applied Sciences

Authors: Robert B. Gramacy

Resource Type: eBook.

Subjects: Response surfaces (Statistics), Regression analysis--Mathematical models, Gaussian processes--Data processing, Computer simulation, R (Computer program language)

Categories: COMPUTERS / Data Science / Machine Learning, MATHEMATICS / Probability & Statistics / General

Data-driven background subtraction algorithm for in-camera acceleration in thermal imagery

Authors: Makantasis, Konstantinos, Nikitakis, Antonios, Doulamis, Anastasios D., Doulamis, Nikolaos D., Papaefstathiou, Ioannis

Subject Terms: Infrared imaging -- Data processing, Optical data processing, Image processing -- Digital techniques, Gaussian processes -- Data processing, Field programmable gate arrays

Relation: https://www.um.edu.mt/library/oar/handle/123456789/125408

Availability: https://www.um.edu.mt/library/oar/handle/123456789/125408
https://doi.org/10.1109/TCSVT.2017.2711259

A novel background subtraction scheme for in-camera acceleration in thermal imagery

Authors: Nikitakis, Antonis, Papaefstathiou, Ioannis, Makantasis, Konstantinos, Doulamis, Anastasios, 2016 Design, Automation & Test in Europe Conference & Exhibition (DATE)

Subject Terms: Field programmable gate arrays, Infrared imaging -- Data processing, Image processing -- Digital techniques, Gaussian processes -- Data processing

Relation: https://www.um.edu.mt/library/oar/handle/123456789/125379

Availability: https://www.um.edu.mt/library/oar/handle/123456789/125379

Gaussian Processes for Machine Learning

Authors: Carl Edward Rasmussen, Christopher K. I. Williams

Resource Type: eBook.

Subjects: Machine learning--Mathematical models, Gaussian processes--Data processing

Categories: COMPUTERS / Computer Science, COMPUTERS / Artificial Intelligence / General

Bayesian Spatiotemporal Modeling with Gaussian Processes

Authors: He, Qing

Committee Members: Huang, Hsin-Hsiung

URL: https://stars.library.ucf.edu/etd2020/1383