Zobrazeno 1 - 9
of 9
pro vyhledávání: '"Mateo Rojas Carulla"'
Autor:
Jacob Schreiber, Carles Boix, Jin wook Lee, Hongyang Li, Yuanfang Guan, Chun-Chieh Chang, Jen-Chien Chang, Alex Hawkins-Hooker, Bernhard Schölkopf, Gabriele Schweikert, Mateo Rojas Carulla, Arif Canakoglu, Francesco Guzzo, Luca Nanni, Marco Masseroli, Mark James Carman, Pietro Pinoli, Chenyang Hong, Kevin Y. Yip, Jeffrey P. Spence, Sanjit Singh Batra, Yun S. Song, Shaun Mahony, Zheng Zhang, Wuwei Tan, Yang Shen, Yuanfei Sun, Minyi Shi, Jessika Adrian, Richard Sandstrom, Nina Farrell, Jessica Halow, Kristen Lee, Lixia Jiang, Xinqiong Yang, Charles Epstein, J. Seth Strattan, Bradley Bernstein, Michael Snyder, Manolis Kellis, William Stafford, Anshul Kundaje, ENCODE Imputation Challenge Participants
Publikováno v:
Genome Biology, Vol 24, Iss 1, Pp 1-22 (2023)
Abstract A promising alternative to comprehensively performing genomics experiments is to, instead, perform a subset of experiments and use computational methods to impute the remainder. However, identifying the best imputation methods and what measu
Externí odkaz:
https://doaj.org/article/af322f5b401248609628ec2ad86cadd9
Autor:
André Homeyer, Christian Geißler, Lars Ole Schwen, Falk Zakrzewski, Theodore Evans, Klaus Strohmenger, Max Westphal, Roman David Bülow, Michaela Kargl, Aray Karjauv, Isidre Munné-Bertran, Carl Orge Retzlaff, Adrià Romero-López, Tomasz Sołtysiński, Markus Plass, Rita Carvalho, Peter Steinbach, Yu-Chia Lan, Nassim Bouteldja, David Haber, Mateo Rojas-Carulla, Alireza Vafaei Sadr, Matthias Kraft, Daniel Krüger, Rutger Fick, Tobias Lang, Peter Boor, Heimo Müller, Peter Hufnagl, Norman Zerbe
Publikováno v:
Modern Pathology. 35:2034
Autor:
Alex Hawkins-Hooker, Giovanni Visona, Tanmayee Narendra, Mateo Rojas-Carulla, Bernhard Schölkopf, Gabriele Schweikert
Epigenetic modifications are dynamic control mechanisms involved in the regulation of gene expression. Unlike the DNA sequence itself, they vary not only between individuals but also between different cell types of the same individual. Exposure to en
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::82aea16b3928e2bc85dbe12b013fb25a
https://doi.org/10.1101/2022.02.11.479115
https://doi.org/10.1101/2022.02.11.479115
Publikováno v:
Bioinformatics. 36:3011-3017
Motivation Methodological advances in metagenome assembly are rapidly increasing in the number of published metagenome assemblies. However, identifying misassemblies is challenging due to a lack of closely related reference genomes that can act as ps
Motivation/backgroundMethodological advances in metagenome assembly are rapidly increasing in the number of published metagenome assemblies. However, identifying misassemblies is challenging due to a lack of closely related reference genomes that can
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a2fe2ca59fb172de50c8a664c302c80a
https://doi.org/10.1101/763813
https://doi.org/10.1101/763813
Autor:
Ruth E. Ley, Bernhard Schoelkopf, Ilya Tolstikhin, Nicholas D. Youngblut, Mateo Rojas-Carulla, Guillermo G Luque
We introduce GeNet, a method for shotgun metagenomic classification from raw DNA sequences that exploits the known hierarchical structure between labels for training. We provide a comparison with state-of-the-art methods Kraken and Centrifuge on data
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f4e51b8b643ff196226531190751e972
Publikováno v:
Rojas-Carulla, M, Schoelkopf, B, Turner, R & Peters, J 2018, ' Invariant Models for Causal Transfer Learning ', Journal of Machine Learning Research, vol. 19, no. 1, pp. 1-34 .
University of Copenhagen
University of Copenhagen
Methods of transfer learning try to combine knowledge from several related tasks (or domains) to improve performance on a test task. Inspired by causal methodology, we relax the usual covariate shift assumption and assume that it holds true for a sub
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::57435921a3141dfec23510c2e2ae2e9e
https://curis.ku.dk/ws/files/203245103/Peters_et_al.pdf
https://curis.ku.dk/ws/files/203245103/Peters_et_al.pdf
Autor:
Ghislain Vong, Mateo Rojas-Carulla
Publikováno v:
SSRN Electronic Journal.
The valuation of quanto options is dependent on the dynamic of the underlying equity and FX processes, and valuing them under models capturing both implied volatility skews is an active topic of research. In this article, we present a new method to c
Autor:
Alex Hawkins-Hooker, Giovanni Visonà, Tanmayee Narendra, Mateo Rojas-Carulla, Bernhard Schölkopf, Gabriele Schweikert
Publikováno v:
Nature Communications, Vol 14, Iss 1, Pp 1-14 (2023)
Abstract Epigenetic modifications are dynamic mechanisms involved in the regulation of gene expression. Unlike the DNA sequence, epigenetic patterns vary not only between individuals, but also between different cell types within an individual. Enviro
Externí odkaz:
https://doaj.org/article/8d8c4ed4fb5f4b7e99cc02481437355d