Zobrazeno 1 - 10
of 10
pro vyhledávání: '"Wijesinghe, Rukshan"'
Autor:
Tissera, Dumindu, Vithanage, Kasun, Wijesinghe, Rukshan, Xavier, Alex, Jayasena, Sanath, Fernando, Subha, Rodrigo, Ranga
Any clustering algorithm must synchronously learn to model the clusters and allocate data to those clusters in the absence of labels. Mixture model-based methods model clusters with pre-defined statistical distributions and allocate data to those clu
Externí odkaz:
http://arxiv.org/abs/2107.02453
Autor:
Wijesinghe, Rukshan, Vithanage, Kasun, Tissera, Dumindu, Xavier, Alex, Fernando, Subha, Samarawickrama, Jayathu
Recent advances in Reinforcement Learning (RL) have surpassed human-level performance in many simulated environments. However, existing reinforcement learning techniques are incapable of explicitly incorporating already known domain-specific knowledg
Externí odkaz:
http://arxiv.org/abs/2102.08029
Autor:
Tissera, Dumindu, Vithanage, Kasun, Wijesinghe, Rukshan, Kahatapitiya, Kumara, Fernando, Subha, Rodrigo, Ranga
Learning a particular task from a dataset, samples in which originate from diverse contexts, is challenging, and usually addressed by deepening or widening standard neural networks. As opposed to conventional network widening, multi-path architecture
Externí odkaz:
http://arxiv.org/abs/2006.13904
Making a single network effectively address diverse contexts---learning the variations within a dataset or multiple datasets---is an intriguing step towards achieving generalized intelligence. Existing approaches of deepening, widening, and assemblin
Externí odkaz:
http://arxiv.org/abs/1907.11519
Autor:
Vithanage, Kasun1,2 (AUTHOR) 188104K@uom.lk, Wijesinghe, Rukshan1 (AUTHOR), Xavier, Alex1 (AUTHOR), Tissera, Dumindu1 (AUTHOR), Jayasena, Sanath1 (AUTHOR), Fernando, Subha2 (AUTHOR)
Publikováno v:
PLoS ONE. 12/14/2023, Vol. 18 Issue 12, p1-28. 28p.
Autor:
Tissera, Dumindu, Vithanage, Kasun, Wijesinghe, Rukshan, Xavier, Alex, Jayasena, Sanath, Fernando, Subha, Rodrigo, Ranga
Publikováno v:
In Neurocomputing 21 September 2022 505:249-262
Autor:
Tissera, Dumindu1,2 (AUTHOR) 188013f@uom.lk, Wijesinghe, Rukshan1,2 (AUTHOR), Vithanage, Kasun2 (AUTHOR), Xavier, Alex2 (AUTHOR), Fernando, Subha2 (AUTHOR), Rodrigo, Ranga1,2 (AUTHOR)
Publikováno v:
Neural Computing & Applications. Jun2023, Vol. 35 Issue 17, p12655-12674. 20p.
Autor:
Wijesinghe, Rukshan Darshana, Tissera, Dumindu, Vithanage, Mihira Kasun, Xavier, Alex, Fernando, Subha, Samarawickrama, Jayathu
Publikováno v:
Robotics; Oct2023, Vol. 12 Issue 5, p133, 27p
Autor:
Kamal Karlapalem, Hong Cheng, Naren Ramakrishnan, R. K. Agrawal, P. Krishna Reddy, Jaideep Srivastava, Tanmoy Chakraborty
The 3-volume set LNAI 12712-12714 constitutes the proceedings of the 25th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining, PAKDD 2021, which was held during May 11-14, 2021.The 157 papers included in the proceedings were ca
This book constitutes refereed proceedings of the 13th International Conference on International Conference on Computational Collective Intelligence, ICCCI 2021, held in Kallithea, Rhodes, Greece, in October - November 2021. Due to the the COVID-19