Zobrazeno 1 - 10
of 122
pro vyhledávání: '"Hoang, Quang Minh"'
We introduce a new scalable approximation for Gaussian processes with provable guarantees which hold simultaneously over its entire parameter space. Our approximation is obtained from an improved sample complexity analysis for sparse spectrum Gaussia
Externí odkaz:
http://arxiv.org/abs/2011.08432
Distributed machine learning (ML) is a modern computation paradigm that divides its workload into independent tasks that can be simultaneously achieved by multiple machines (i.e., agents) for better scalability. However, a typical distributed system
Externí odkaz:
http://arxiv.org/abs/1805.09266
This paper presents a novel decentralized high-dimensional Bayesian optimization (DEC-HBO) algorithm that, in contrast to existing HBO algorithms, can exploit the interdependent effects of various input components on the output of the unknown objecti
Externí odkaz:
http://arxiv.org/abs/1711.07033
While much research effort has been dedicated to scaling up sparse Gaussian process (GP) models based on inducing variables for big data, little attention is afforded to the other less explored class of low-rank GP approximations that exploit the spa
Externí odkaz:
http://arxiv.org/abs/1611.06080
Autor:
Anh Vu Le, Balakrishnan Ramalingam, Braulio Felix Gomez, Rajesh Elara Mohan, Tran Hoang Quang Minh, Vinu Sivanantham
Publikováno v:
IEEE Access, Vol 9, Pp 41407-41416 (2021)
Monitoring the safe social distancing then conducting efficient sterilization in potentially crowded public places are necessary but challenging especially during the COVID-19 pandemic. This work presents the 3D human space-based surveillance system
Externí odkaz:
https://doaj.org/article/6c6dd3aaf2a14055bcdfc589d1f0f0a5
Autor:
Anh Vu Le, Rizuwana Parween, Phone Thiha Kyaw, Rajesh Elara Mohan, Tran Hoang Quang Minh, Charan Satya Chandra Sairam Borusu
Publikováno v:
IEEE Access, Vol 8, Pp 209750-209761 (2020)
Applying the automation in covering the areas entirely eases manual jobs in various domestic fields such as site investigation, search, rescue, security, cleaning, and maintenance. A self-reconfigurable robot with adjustable dimensions is a viable an
Externí odkaz:
https://doaj.org/article/90a7c73379da42c397c1a84f2a3f02a7
Publikováno v:
Elektronika ir Elektrotechnika, Vol 24, Iss 2, Pp 74-78 (2018)
In this paper, the system performance analysis of a two-way decode and forward (DF) relaying network over the Rician fading environment under hardware impairment effect is proposed, analyzed and demonstrated. In this analysis, the analytical mathemat
Externí odkaz:
https://doaj.org/article/622043c02ed14f5aba4a53d5c13ddf9d
Publikováno v:
Journal of Advanced Engineering and Computation, Vol 2, Iss 1, Pp 18-29 (2018)
In recent years, harvesting energy from radio frequency (RF) signals has drawn significant research interest as a promising solution to solve the energy problem. In this paper, we analyze the effect of the interference noise on the wireless energy ha
Externí odkaz:
https://doaj.org/article/0c4b1b35eeb249ee84d60a42571710df
Publikováno v:
Journal of Advanced Engineering and Computation, Vol 2, Iss 1, Pp 55-61 (2018)
In this paper, by mixing the red-emitting α-SrO·3B2O3:Sm2+ conversion phosphor to yellow-emitting YAG:Ce phosphor compound, an innovative recommendation for increasing optical performance of white LEDs (WLEDs) with remote packaging, which has an av
Externí odkaz:
https://doaj.org/article/95416e7a2be74d43ae00b113b807dfce
Autor:
Hoang Quang Minh Tran, Anh Vu Le
Publikováno v:
Journal of Advanced Engineering and Computation, Vol 1, Iss 2, Pp 114-122 (2017)
A fusion method is proposed to keep a correct number of humans from all humans detected by the robot operating system based perception sensor network (PSN) which includes multiple partially overlapped field of view (FOV) Kinects. To this end, the fus
Externí odkaz:
https://doaj.org/article/dc3b06df2b334a2093c373f622752915