Zobrazeno 1 - 10
of 6 093
pro vyhledávání: '"Minimum Description Length principle"'
Autor:
Peter D. Grünwald
A comprehensive introduction and reference guide to the minimum description length (MDL) Principle that is accessible to researchers dealing with inductive reference in diverse areas including statistics, pattern classification, machine learning, dat
Autor:
Peixoto, Tiago P.
A fundamental problem associated with the task of network reconstruction from dynamical or behavioral data consists in determining the most appropriate model complexity in a manner that prevents overfitting, and produces an inferred network with a st
Externí odkaz:
http://arxiv.org/abs/2405.01015
Autor:
Moskovitz, Ted1,2 (AUTHOR) ted@gatsby.ucl.ac.uk, Miller, Kevin J.2,3 (AUTHOR), Sahani, Maneesh1 (AUTHOR), Botvinick, Matthew M.1,2 (AUTHOR)
Publikováno v:
PLoS Computational Biology. 10/18/2024, Vol. 20 Issue 10, p1-22. 22p.
Autor:
Sheng, Danshu, Wang, Dehui
This article considers the problem of modeling a class of nonstationary count time series using multiple change-points generalized integer-valued autoregressive (MCP-GINAR) processes. The minimum description length principle (MDL) is applied to study
Externí odkaz:
http://arxiv.org/abs/2307.00466
Publikováno v:
PLoS Computational Biology, Vol 20, Iss 10, p e1012383 (2024)
Dual-process theories play a central role in both psychology and neuroscience, figuring prominently in domains ranging from executive control to reward-based learning to judgment and decision making. In each of these domains, two mechanisms appear to
Externí odkaz:
https://doaj.org/article/9e98fe26dabe4c61965b13be272b9b10
Autor:
Sheng, Danshu, Wang, Dehui
Publikováno v:
In Applied Mathematical Modelling March 2024 127:193-216
Publikováno v:
International Statistical Review / Revue Internationale de Statistique, 2001 Aug 01. 69(2), 169-183.
Externí odkaz:
https://www.jstor.org/stable/1403812
Autor:
Ferré, Sébastien
The Abstraction and Reasoning Corpus (ARC) was recently introduced by Fran\c{c}ois Chollet as a tool to measure broad intelligence in both humans and machines. It is very challenging, and the best approach in a Kaggle competition could only solve 20%
Externí odkaz:
http://arxiv.org/abs/2112.00848