Beyond occam's razor in system identification: Double-descent when modeling dynamics
- Creator: Ribeiro, Antonio H. , Hendriks, Johannes N. , Wills, Adrian G. , Schön, Thomas B.
- Resource Type: conference paper
- Date: 2021
Perf-AL: Performance Prediction for Configurable Software through Adversarial Learning
- Creator: Shu, Yangyang , Sui, Yulei , Zhang, Hongyu , Xu, Guandong
- Resource Type: conference paper
- Date: 2020
Data-driven modeling of a coupled electric drives system using regularized basis function Volterra kernels
- Creator: Stoddard, Jeremy G. , Welsh, James S.
- Resource Type: conference paper
- Date: 2018
Frequency domain estimation of parallel Hammerstein systems using Gaussian process regression
- Creator: Stoddard, Jeremy G. , Welsh, James S.
- Resource Type: conference paper
- Date: 2018
Regularized basis function estimation of Volterra kernels for the cascaded tanks benchmark
- Creator: Stoddard, Jeremy G. , Welsh, James S.
- Resource Type: conference paper
- Date: 2018
Regularizing with Bregman--Moreau envelopes
- Creator: Bauschke, Heinz H. , Dao, Minh N. , Lindstrom, Scott B.
- Resource Type: journal article
- Date: 2018
Model order selection for continuous time instrumental variable methods using regularization
- Creator: Ha, Huong , Welsh, James S.
- Resource Type: conference paper
- Date: 2016
Reweighted nuclear norm regularization: a SPARSEVA approach
- Creator: Ha, Huong , Welsh, James S. , Blomberg, Niclas , Rojas, Cristian R. , Wahlberg, Bo
- Resource Type: conference paper
- Date: 2015
EM-based identification of sparse FIR systems having quantized data
- Creator: Carvajal, Rodrigo , Agüero, Juan C. , Godoy, Boris I. , Goodwin, Graham C. , Yuz, Juan I.
- Resource Type: conference paper
- Date: 2012
Entropic regularization of the ℓ0 function
- Creator: Borwein, Jonathan M. , Luke, D. Russell
- Resource Type: book chapter
- Date: 2011
Using boundary conditions for estimation of complex modulus from flexural wave experiments
- Creator: Mahata, Kaushik , Mousavi, S. , Soderstrom, T. , Valdek, U.
- Resource Type: journal article
- Date: 2005
On the failure of maximum entropy reconstruction for Fredholm equations and other infinite systems
- Creator: Borwein, Jonathon M.
- Resource Type: journal article
- Date: 1993