Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation

Autor: Greg S. Corrado, Mike Schuster, Fernanda B. Viégas, Zhifeng Chen, Melvin Johnson, Nikhil Thorat, Jeffrey Dean, Quoc V. Le, Macduff Hughes, Martin Wattenberg, Yonghui Wu, Maxim Krikun

Publikováno v: Transactions of the Association for Computational Linguistics. 5:339-351

We propose a simple solution to use a single Neural Machine Translation (NMT) model to translate between multiple languages. Our solution requires no changes to the model architecture from a standard NMT system but instead introduces an artificial to

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::c5d1937b2d1cb257c81236e2bfac40c1
https://doi.org/10.1162/tacl_a_00065

Phase Transition for the Ising Model on the Critical Lorentzian Triangulation

Autor: Anatoly Yambartsev, Maxim Krikun

Publikováno v: Repositório Institucional da USP (Biblioteca Digital da Produção Intelectual)
Universidade de São Paulo (USP)
instacron:USP

The ferromagnetic Ising model without external field on an infinite Lorentzian triangulation sampled from the uniform distribution is considered. We prove uniqueness of the Gibbs measure in the high temperature region and coexistence of at least two

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::dd6258f7db37f5b6f2d7af65af0921f0
https://doi.org/10.1007/s10955-012-0548-0

Birth and death processes on certain random trees : classification and stationary laws

Autor: Guy Fayolle, Jean-Marc Lasgouttes, Maxim Krikun

Publikováno v: Probability Theory and Related Fields, 128(3), 386-418. Springer
Probability Theory and Related Fields
Probability Theory and Related Fields, 2004, 128 (3), pp.386-418. ⟨10.1007/s00440-003-0311-1⟩
Probability Theory and Related Fields, Springer Verlag, 2004, 128 (3), pp.386-418. ⟨10.1007/s00440-003-0311-1⟩

International audience; The main substance of the paper concerns the growth rate and the classification (ergodicity, transience) of a family of random trees. In the basic model, new edges appear according to a Poisson process of parameter $\lambda$ a

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::108edb8214cbb2ab875dcc77faa1afbb
https://doi.org/10.1007/s00440-003-0311-1

Five statistical questions about the tree of life

Autor: Maxim Krikun, David Aldous, Lea Popovic

Publikováno v: Systematic biology, vol 60, iss 3
Aldous, DJ; Krikun, MA; & Popovic, L. (2011). Five statistical questions about the tree of life. Systematic Biology, 60(3), 318-328. doi: 10.1093/sysbio/syr008. UC Berkeley: Retrieved from: http://www.escholarship.org/uc/item/3hh6s77v

Stochastic modeling of phylogenies raises five questions that have received varying levels of attention from quantitatively inclined biologists. 1) How large do we expect (from the model) the ration of maximum historical diversity to current diversit

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5dcaf76232ff91a733fad871491b8341
https://pubmed.ncbi.nlm.nih.gov/21386112

Connected allocation to Poisson points in $\mathbb{R}^2$

Autor: Maxim Krikun

Publikováno v: Electron. Commun. Probab. 12 (2007), 140-145

This note answers one question in [1] concerning the connected allocation for the Poisson process in $\mathbb{R}^2$. The proposed solution makes use of the Riemann map from the plane minus the minimal spanning forest of the Poisson point process to t

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::ffa1875de7bf09228de8cd853bd39e50
https://projecteuclid.org/euclid.ecp/1465224958