Zobrazeno 1 - 10
of 862
pro vyhledávání: '"A. Louzoun"'
Publikováno v:
EMNLP 2024
While coreference resolution is traditionally used as a component in individual document understanding, in this work we take a more global view and explore what can we learn about a domain from the set of all document-level coreference relations that
Externí odkaz:
http://arxiv.org/abs/2410.17051
Autor:
Vincent Damotte, Chao Zhao, Chris Lin, Eric Williams, Yoram Louzoun, Abeer Madbouly, Rochelle Kotlarz, Marissa McDaniel, Paul J. Norman, Yong Wang, Martin Maiers, Jill A. Hollenbach
Publikováno v:
Communications Medicine, Vol 4, Iss 1, Pp 1-8 (2024)
Abstract Background Questions persist around whether and how to use race or geographic ancestry in biomedical research and medicine, but these forms of self-identification serve as a critical tool to inform matching algorithms for human leukocyte ant
Externí odkaz:
https://doaj.org/article/cc593cf5f8c24223aa1e90a0d2c86c20
Publikováno v:
Genome Biology, Vol 25, Iss 1, Pp 1-27 (2024)
Abstract mi-Mic, a novel approach for microbiome differential abundance analysis, tackles the key challenges of such statistical tests: a large number of tests, sparsity, varying abundance scales, and taxonomic relationships. mi-Mic first converts mi
Externí odkaz:
https://doaj.org/article/8274d21434114d1f9b3f244034857d93
Autor:
Babayov, Barak, Louzoun, Yoram
The alignment of two similar graphs from different domains is a well-studied problem. In many practical usages, there is no reliable information or labels over the vertices or edges, leaving structural similarity as the only information available to
Externí odkaz:
http://arxiv.org/abs/2208.09164
Autor:
Ansbacher-Feldman, Zuriya, Israeli, Sapir, Maiers, Martin, Gragert, Loren, De Santis, Dianne, Israeli, Moshe, Louzoun, Yoram
Recently, haplo-identical transplantation with multiple HLA mismatches has become a viable option for system cell transplants. Haplotype sharing detection requires imputation of donor and recipient. We show that even in high-resolution typing when al
Externí odkaz:
http://arxiv.org/abs/2208.05882
The human gut microbiome is associated with a large number of disease etiologies. As such, it is a natural candidate for machine learning based biomarker development for multiple diseases and conditions. The microbiome is often analyzed using 16S rRN
Externí odkaz:
http://arxiv.org/abs/2205.06525
Publikováno v:
Microbiome, Vol 12, Iss 1, Pp 1-19 (2024)
Abstract Background The effect of microbes on their human host is often mediated through changes in metabolite concentrations. As such, multiple tools have been proposed to predict metabolite concentrations from microbial taxa frequencies. Such tools
Externí odkaz:
https://doaj.org/article/16a2f4cdbbfe44d989d719fa3429845f
Estimating the frequency of sub-graphs is of importance for many tasks, including sub-graph isomorphism, kernel-based anomaly detection, and network structure analysis. While multiple algorithms were proposed for full enumeration or sampling-based es
Externí odkaz:
http://arxiv.org/abs/2201.11655
Autor:
Levinas, Itay, Louzoun, Yoram
Publikováno v:
Journal of Artificial Intelligence Research 75 (2022) 541-568
Multiple methods of finding the vertices belonging to a planted dense subgraph in a random dense $G(n, p)$ graph have been proposed, with an emphasis on planted cliques. Such methods can identify the planted subgraph in polynomial time, but are all l
Externí odkaz:
http://arxiv.org/abs/2201.01825
Social animals, including humans, have a broad range of personality traits, which can be used to predict individual behavioral responses and decisions. Current methods to quantify individual personality traits in humans rely on self-report questionna
Externí odkaz:
http://arxiv.org/abs/2106.13672