Zobrazeno 1 - 10
of 227
pro vyhledávání: '"A, Dankar"'
Advances in deep generative modelling have not translated well to tabular data. We argue that this is caused by a mismatch in structure between popular generative models and discriminative models of tabular data. We thus devise a technique to turn Ta
Externí odkaz:
http://arxiv.org/abs/2406.05216
Improving Knowledge Distillation for BERT Models: Loss Functions, Mapping Methods, and Weight Tuning
The use of large transformer-based models such as BERT, GPT, and T5 has led to significant advancements in natural language processing. However, these models are computationally expensive, necessitating model compression techniques that reduce their
Externí odkaz:
http://arxiv.org/abs/2308.13958
Autor:
Dankar, Fida K.
The debate on data access and privacy is an ongoing one. It is kept alive by the never-ending changes/upgrades in (i) the shape of the data collected (in terms of size, diversity, sensitivity and quality), (ii) the laws governing data sharing, (iii)
Externí odkaz:
http://arxiv.org/abs/2304.06509
Publikováno v:
Heliyon, Vol 10, Iss 20, Pp e39388- (2024)
The fourth industrial revolution (Industry 4.0) is driving significant changes across multiple sectors, including the food industry. This review examines how Industry 4.0 technologies, such as smart sensors, artificial intelligence, robotics, and blo
Externí odkaz:
https://doaj.org/article/52b14fa86b7646baac03d31906109834
Autor:
Dankar, F. K., Ibrahim, M. K.
Data synthesis is a privacy enhancing technology aiming to produce realistic and timely data when real data is hard to obtain. Utility of synthetic data generators (SDGs) has been investigated through different utility metrics. These metrics have bee
Externí odkaz:
http://arxiv.org/abs/2212.05595
Autor:
Vinayakumar Siragam, Mariam Maltseva, Nicolas Castonguay, Yannick Galipeau, Mrudhula Madapuji Srinivasan, Justino Hernandez Soto, Samar Dankar, Marc-André Langlois
Publikováno v:
Microbiology Spectrum, Vol 12, Iss 7 (2024)
ABSTRACT The emergence of the COVID-19 pandemic prompted an increased interest in seasonal human coronaviruses. OC43, 229E, NL63, and HKU1 are endemic seasonal coronaviruses that cause the common cold and are associated with generally mild respirator
Externí odkaz:
https://doaj.org/article/3e8aa7970e2c490e8280843791af2542
Publikováno v:
In Heliyon 30 October 2024 10(20)
Publikováno v:
IEEE Access, Vol 12, Pp 55632-55668 (2024)
Residential energy consumption is rapidly increasing every year due to demographic and behavioral changes, such as the rising population and the adoption of work-from-home post-COVID-19. High energy consumption emits a substantial amount of carbon di
Externí odkaz:
https://doaj.org/article/571c46bdf53a4703a38190f754459f42
Publikováno v:
American Heart Journal Plus, Vol 41, Iss , Pp 100389- (2024)
The coronary vascular system has a unique structure and function that is adaptive to myocardial demand. It is composed of a continuous network of vessels receding in size from epicardial arteries to the microvascular circulation. Failure to meet myoc
Externí odkaz:
https://doaj.org/article/a1aef0f253ee4100921948462805108a
Publikováno v:
Veterinary Research, Vol 54, Iss 1, Pp 1-17 (2023)
Abstract The occurrence of human infections caused by avian H9N2 influenza viruses has raised concerns regarding the potential for human epidemics and pandemics. The molecular basis of viral adaptation to a new host needs to be further studied. Here,
Externí odkaz:
https://doaj.org/article/f1d7b5d412ff41e291084e4a0210690e