Results 71 to 80 of about 8,855 (158)

Curse of Dimensionality in Bayesian Model Updating

Bayesian approach provides a coherent framework to address the model updating problem in structural health monitoring. The current practice, however, only focuses on low-dimension model (generally no more than 20 parameters), which limits the accuracy and predictability of the updated model.
Binbin, Li, Zihan, Liao
openaire   +2 more sources

Curse of Dimensionality in Neural Network Optimization

This paper demonstrates that when a shallow neural network with a Lipschitz continuous activation function is trained using either empirical or population risk to approximate a target function that is $r$ times continuously differentiable on $[0,1]^d$, the population risk may not decay at a rate faster than $t^{-\frac{4r}{d-2r}}$, where $t$ is an ...
Na, Sanghoon, Yang, Haizhao
openaire   +2 more sources

Exploratory structural equation modeling and the curse of dimensionality. [PDF]

Behav Res Methods
Le TT, Vermunt JK, Ballhausen N, Van Deun K.   +3 more
europepmc   +1 more source

Can a Hebbian-like learning rule be avoiding the curse of dimensionality in sparse distributed data? [PDF]

Biol Cybern
Osório M, Sa-Couto L, Wichert A.
europepmc   +1 more source

Countering the Curse of Dimensionality: Exploring Data-generating Mechanisms Through Participant Observation and Mechanistic Modeling. [PDF]

Epidemiology, 2019
Hubbard A, Trostle J, Cangemi I, Eisenberg JNS.   +3 more
europepmc   +1 more source

Overcoming the curse of dimensionality in the numerical approximation of high-dimensional semilinear elliptic partial differential equations. [PDF]

SN Partial Differ Equ Appl
Beck C, Gonon L, Jentzen A.
europepmc   +1 more source

Breaking the curse of dimensionality to identify causal variants in Breeding 4. [PDF]

Theor Appl Genet, 2019
Ramstein GP, Jensen SE, Buckler ES.
europepmc   +1 more source

Gene Expression-Based Cancer Classification for Handling the Class Imbalance Problem and Curse of Dimensionality. [PDF]

Int J Mol Sci
Al-Azani S, Alkhnbashi OS, Ramadan E, Alfarraj M.   +3 more
europepmc   +1 more source

Fast simulation for multi-photon, atomic-ensemble quantum model of linear optical systems addressing the curse of dimensionality. [PDF]

Sci Rep
Oba J, Kajita S, Soeda A.
europepmc   +1 more source

The curse of dimensionality: Animal-related risk factors for pediatric diarrhea in western Kenya, and methods for dealing with a large number of predictors. [PDF]

PLoS One, 2019
Meisner J, Mooney SJ, Rabinowitz PM.
europepmc   +1 more source