Zobrazeno 1 - 10
of 39
pro vyhledávání: '"David Uminsky"'
Publikováno v:
Plants, People, Planet, Vol 6, Iss 2, Pp 437-451 (2024)
Societal Impact Statement Genetically modified (GM) crops have the potential to address multiple challenges for African smallholder farmers but are limited by several institutional constraints. Public–private partnerships (PPPs) are seen as an orga
Externí odkaz:
https://doaj.org/article/a5a7318e05d0466a8ec907ab9da6c59b
Publikováno v:
Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021)
Abstract Differential cell counts is a challenging task when applying computer vision algorithms to pathology. Existing approaches to train cell recognition require high availability of multi-class segmentation and/or bounding box annotations and suf
Externí odkaz:
https://doaj.org/article/bc5ecf7f2ac74511b28084801ee0ef06
Autor:
Rachel L. Thomas, David Uminsky
Publikováno v:
Patterns, Vol 3, Iss 5, Pp 100476- (2022)
Summary: Through a series of case studies, we review how the unthinking pursuit of metric optimization can lead to real-world harms, including recommendation systems promoting radicalization, well-loved teachers fired by an algorithm, and essay gradi
Externí odkaz:
https://doaj.org/article/e0e6f9f27136434fbd0d7dc2898f4e3b
Autor:
David Uminsky
Publikováno v:
Harvard Data Science Review (2021)
Externí odkaz:
https://doaj.org/article/d7372eb6d42e4d97a8ee8b8bcb2233f4
Publikováno v:
Algorithms, Vol 13, Iss 11, p 291 (2020)
Stability of persistence diagrams under slight perturbations is a key characteristic behind the validity and growing popularity of topological data analysis in exploring real-world data. Central to this stability is the use of Bottleneck distance whi
Externí odkaz:
https://doaj.org/article/6bec76fea5de4a348c4a9c048632f6a6
Autor:
Rachel L. Thomas, David Uminsky
Publikováno v:
Ethics of Data and Analytics ISBN: 9781003278290
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::a3650301c59d20d65a549f6c467228d7
https://doi.org/10.1201/9781003278290-50
https://doi.org/10.1201/9781003278290-50
Publikováno v:
Lecture Notes in Computer Science ISBN: 9783031190964
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::2fad00569199f218dbc1351b8b43e32d
https://doi.org/10.1007/978-3-031-19097-1_28
https://doi.org/10.1007/978-3-031-19097-1_28
Publikováno v:
Scientific Reports
Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021)
Scientific Reports, Vol 11, Iss 1, Pp 1-14 (2021)
Differential cell counts is a challenging task when applying computer vision algorithms to pathology. Existing approaches to train cell recognition require high availability of multi-class segmentation and/or bounding box annotations and suffer in pe
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::45c9066a1235b1a834862b69844c9d55
https://pubmed.ncbi.nlm.nih.gov/34413367
https://pubmed.ncbi.nlm.nih.gov/34413367
Autor:
Stephen Devlin, David Uminsky
We address the question of how to quantify the contributions of groups of players to team success. Our approach is based on spectral analysis, a technique from algebraic signal processing, which has several appealing features. First, our analysis dec
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::540bdbfb121bfcc7cc5cf75b2d5ad0dc
http://arxiv.org/abs/2006.14188
http://arxiv.org/abs/2006.14188
Publikováno v:
ICMLA
Atrial Fibrillation is a heart condition characterized by erratic heart rhythms caused by chaotic propagation of electrical impulses in the atria, leading to numerous health complications. State-of-the-art models employ complex algorithms that extrac
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ffdb3cc38917935eba49f9203eea4fba
http://arxiv.org/abs/1911.12253
http://arxiv.org/abs/1911.12253