Zobrazeno 1 - 10
of 858
pro vyhledávání: '"Salaudeen AT"'
Autor:
Salaudeen, Olawale, Koyejo, Sanmi
Given a causal graph representing the data-generating process shared across different domains/distributions, enforcing sufficient graph-implied conditional independencies can identify domain-general (non-spurious) feature representations. For the sta
Externí odkaz:
http://arxiv.org/abs/2404.16277
Autor:
Salaudeen, Olawale, Hardt, Moritz
We introduce ImageNot, a dataset designed to match the scale of ImageNet while differing drastically in other aspects. We show that key model architectures developed for ImageNet over the years rank identically when trained and evaluated on ImageNot
Externí odkaz:
http://arxiv.org/abs/2404.02112
Autor:
Tsai, Katherine, Pfohl, Stephen R., Salaudeen, Olawale, Chiou, Nicole, Kusner, Matt J., D'Amour, Alexander, Koyejo, Sanmi, Gretton, Arthur
We study the problem of domain adaptation under distribution shift, where the shift is due to a change in the distribution of an unobserved, latent variable that confounds both the covariates and the labels. In this setting, neither the covariate shi
Externí odkaz:
http://arxiv.org/abs/2403.07442
Autor:
Muhali Olaide Jimoh, Nasifu Kerebba, Olaitan Chinenye Okechukwu, Abdullahi Adekilekun Jimoh, Taofeek Salaudeen, Samuel Oloruntoba Bamigboye, Avela Sogoni, Kunle Okaiyeto, Nompumelelo Mkhwanazi, Rose Kadye, Oladayo Amed Idris, Mariana Erasmus, Earl Prinsloo, Charles Petrus Laubscher
Publikováno v:
Food Chemistry Advances, Vol 5, Iss , Pp 100804- (2024)
Pelargonium quercifolium is an aromatic herb with a strong resinous scent. It is used traditionally to treat heart disease, hypertension, stress, rheumatism, combat hidden hunger, and inhibit HIV-1. The present study aimed to evaluate the toxicity, a
Externí odkaz:
https://doaj.org/article/2d0b4c63aa484369a57db94dd63f5d4e
Publikováno v:
International Journal of Thermofluids, Vol 24, Iss , Pp 100892- (2024)
The global requirement for sustainable energy supply to enhance industrial productivity and reduce production costs has focused researchers’ attention to renewable energy in recent years. Solar energy mitigates the dangers connected with the use of
Externí odkaz:
https://doaj.org/article/ded9237d43cd43fb9796aaa8878fafb3
Autor:
Salaudeen, Olawale, Koyejo, Oluwasanmi
We propose a Target Conditioned Representation Independence (TCRI) objective for domain generalization. TCRI addresses the limitations of existing domain generalization methods due to incomplete constraints. Specifically, TCRI implements regularizers
Externí odkaz:
http://arxiv.org/abs/2212.11342
Autor:
Alabdulmohsin, Ibrahim, Chiou, Nicole, D'Amour, Alexander, Gretton, Arthur, Koyejo, Sanmi, Kusner, Matt J., Pfohl, Stephen R., Salaudeen, Olawale, Schrouff, Jessica, Tsai, Katherine
We address the problem of unsupervised domain adaptation when the source domain differs from the target domain because of a shift in the distribution of a latent subgroup. When this subgroup confounds all observed data, neither covariate shift nor la
Externí odkaz:
http://arxiv.org/abs/2212.11254
Autor:
Lukman Akinbile, Salaudeen Abdulrahman
Publikováno v:
Jurnal Agrisep, Vol 23, Iss 02 (2024)
Market-oriented agricultural extension services (MOAES) are pivotal in transforming subsistence farming into a profitable and sustainable venture, thereby reducing rural poverty. This study investigates the knowledge and utilization of market-oriente
Externí odkaz:
https://doaj.org/article/257eb5f15cd348ac9df1762fbcd1be74
Publikováno v:
In International Journal of Hydrogen Energy 18 December 2024 95:695-709
Autor:
Jimoh, Muhali Olaide, Kerebba, Nasifu, Okechukwu, Olaitan Chinenye, Jimoh, Abdullahi Adekilekun, Salaudeen, Taofeek, Bamigboye, Samuel Oloruntoba, Sogoni, Avela, Okaiyeto, Kunle, Mkhwanazi, Nompumelelo, Kadye, Rose, Idris, Oladayo Amed, Erasmus, Mariana, Prinsloo, Earl, Laubscher, Charles Petrus
Publikováno v:
In Food Chemistry Advances December 2024 5