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pro vyhledávání: '"Marcotte P"'
Nearly fifty years ago, Roberts (1978) postulated that Earth's magnetic field, which is generated by turbulent motions of liquid metal in its outer core, likely results from a subcritical dynamo instability characterised by a dominant balance between
Externí odkaz:
http://arxiv.org/abs/2411.05499
Autor:
Williams, Andrew Robert, Ashok, Arjun, Marcotte, Étienne, Zantedeschi, Valentina, Subramanian, Jithendaraa, Riachi, Roland, Requeima, James, Lacoste, Alexandre, Rish, Irina, Chapados, Nicolas, Drouin, Alexandre
Forecasting is a critical task in decision making across various domains. While numerical data provides a foundation, it often lacks crucial context necessary for accurate predictions. Human forecasters frequently rely on additional information, such
Externí odkaz:
http://arxiv.org/abs/2410.18959
Publikováno v:
EPTCS 403, 2024, pp. 6-11
In graph theory, the minimum directed feedback vertex set (FVS) problem consists in identifying the smallest subsets of vertices in a directed graph whose deletion renders the directed graph acyclic. Although being known as NP-hard since 1972, this p
Externí odkaz:
http://arxiv.org/abs/2406.16390
Autor:
Monteiro, Joao, Noel, Pierre-Andre, Marcotte, Etienne, Rajeswar, Sai, Zantedeschi, Valentina, Vazquez, David, Chapados, Nicolas, Pal, Christopher, Taslakian, Perouz
Large Language Models (LLMs) are trained on vast amounts of data, most of which is automatically scraped from the internet. This data includes encyclopedic documents that harbor a vast amount of general knowledge (e.g., Wikipedia) but also potentiall
Externí odkaz:
http://arxiv.org/abs/2406.11811
Conservation laws are well-established in the context of Euclidean gradient flow dynamics, notably for linear or ReLU neural network training. Yet, their existence and principles for non-Euclidean geometries and momentum-based dynamics remain largely
Externí odkaz:
http://arxiv.org/abs/2405.12888
Autor:
Marcotte, Alice, Ledda, Pier Giuseppe, Buriasco, Valentin, Dené, Paul, Gallaire, François, Keiser, Ludovic
In confined systems, the entrapment of a gas volume with an equivalent spherical diameter greater than the dimension of the channel can form extended bubbles that obstruct fluid circuits and compromise performance. Notably, in sealed vertical tubes,
Externí odkaz:
http://arxiv.org/abs/2404.17934
Autor:
Monteiro, João, Marcotte, Étienne, Noël, Pierre-André, Zantedeschi, Valentina, Vázquez, David, Chapados, Nicolas, Pal, Christopher, Taslakian, Perouz
In-context learning (ICL) approaches typically leverage prompting to condition decoder-only language model generation on reference information. Just-in-time processing of a context is inefficient due to the quadratic cost of self-attention operations
Externí odkaz:
http://arxiv.org/abs/2404.15420
Autor:
Marcotte, Christopher D.
We develop linear theory for the prediction of excitation wave quenching--the construction of minimal perturbations which return stable excitations to quiescence--for localized pulse solutions of models of excitable media. The theory requires account
Externí odkaz:
http://arxiv.org/abs/2404.14854
Autor:
Pierce JT, Kositratna G, Attiah MA, Kallan MJ, Koenigsberg R, Syre P, Wyler D, Marcotte PJ, Kofke WA, Welch WC
Publikováno v:
Local and Regional Anesthesia, Vol Volume 10, Pp 91-98 (2017)
John T Pierce,1 Guy Kositratna,2 Mark A Attiah,1 Michael J Kallan,3 Rebecca Koenigsberg,1 Peter Syre,1 David Wyler,4 Paul J Marcotte,1 W Andrew Kofke,1,2 William C Welch1 1Department of Neurosurgery, 2Department of Anesthesiology and Critical Care, 3
Externí odkaz:
https://doaj.org/article/36d3d79d1a4a4ce1a5c33f5961589127
Autor:
Ashok, Arjun, Marcotte, Étienne, Zantedeschi, Valentina, Chapados, Nicolas, Drouin, Alexandre
We introduce a new model for multivariate probabilistic time series prediction, designed to flexibly address a range of tasks including forecasting, interpolation, and their combinations. Building on copula theory, we propose a simplified objective f
Externí odkaz:
http://arxiv.org/abs/2310.01327