Zobrazeno 1 - 10
of 1 984
pro vyhledávání: '"Wijekoon AS"'
Autor:
Wijekoon, Anjana, Das, Adrito, Herrera, Roxana R., Khan, Danyal Z., Hanrahan, John, Carter, Eleanor, Luoma, Valpuri, Stoyanov, Danail, Marcus, Hani J., Bano, Sophia
Accurate intra-operative Remaining Surgery Duration (RSD) predictions allow for anaesthetists to more accurately decide when to administer anaesthetic agents and drugs, as well as to notify hospital staff to send in the next patient. Therefore RSD pl
Externí odkaz:
http://arxiv.org/abs/2409.16998
Communication efficiency is a widely recognised research problem in Federated Learning (FL), with recent work focused on developing techniques for efficient compression, distribution and aggregation of model parameters between clients and the server.
Externí odkaz:
http://arxiv.org/abs/2409.05242
Autor:
Wijekoon, Anjana, Wiratunga, Nirmalie, Corsar, David, Martin, Kyle, Nkisi-Orji, Ikechukwu, Palihawadana, Chamath, Caro-Martínez, Marta, Díaz-Agudo, Belen, Bridge, Derek, Liret, Anne
Explainable AI (XAI) can greatly enhance user trust and satisfaction in AI-assisted decision-making processes. Recent findings suggest that a single explainer may not meet the diverse needs of multiple users in an AI system; indeed, even individual u
Externí odkaz:
http://arxiv.org/abs/2408.12941
Autor:
Wijekoon, Anjana, Wiratunga, Nirmalie, Corsar, David, Martin, Kyle, Nkisi-Orji, Ikechukwu, Díaz-Agudo, Belen, Bridge, Derek
Explainable Artificial Intelligence (XAI) aims to improve the transparency of autonomous decision-making through explanations. Recent literature has emphasised users' need for holistic "multi-shot" explanations and the ability to personalise their en
Externí odkaz:
http://arxiv.org/abs/2407.10662
Mutual Coupling (MC) emerges as an inherent feature in Reconfigurable Intelligent Surfaces (RISs), particularly, when they are fabricated with sub-wavelength inter-element spacing. Hence, any physically-consistent model of the RIS operation needs to
Externí odkaz:
http://arxiv.org/abs/2406.05617
Spike-based encoders represent information as sequences of spikes or pulses, which are transmitted between neurons. A prevailing consensus suggests that spike-based approaches demonstrate exceptional capabilities in capturing the temporal dynamics of
Externí odkaz:
http://arxiv.org/abs/2405.15927
Autor:
Alsakkal, MHD Anas, Wijekoon, Jayawan
This paper presents a novel FPGA-based neuromorphic cochlea, leveraging the general-purpose spike-coding algorithm, Spiketrum. The focus of this study is on the development and characterization of this cochlea model, which excels in transforming audi
Externí odkaz:
http://arxiv.org/abs/2405.15923
Autor:
Wijayaraja, Jaliya L., Wijekoon, Janaka L., Wijesundara, Malitha, Wickramasinghe, L. J. Mendis
The long-distance detection of the presence of elephants is pivotal to addressing the human-elephant conflict. IoT-based solutions utilizing seismic signals originating from the movement of elephants are a novel approach to solving this problem. This
Externí odkaz:
http://arxiv.org/abs/2406.05140
The evolution of Explainable Artificial Intelligence (XAI) has emphasised the significance of meeting diverse user needs. The approaches to identifying and addressing these needs must also advance, recognising that explanation experiences are subject
Externí odkaz:
http://arxiv.org/abs/2405.10446
Publikováno v:
Asian Journal of Probability and Statistics 26 (7):86-95 (2024)
The adaptive LASSO has been used for consistent variable selection in place of LASSO in the linear regression model. In this article, we propose a modified LARS algorithm to combine adaptive LASSO with some biased estimators, namely the Almost Unbias
Externí odkaz:
http://arxiv.org/abs/2405.07985