Uncertainty quantification in modeling HIV viral mechanics HT Banks, R Baraldi, K Cross, K Flores, C McChesney, L Poag, E Thorpe Mathematical Biosciences & Engineering 12 (5), 937-964, 2015 | 35 | 2015 |
Comparison of machine learning approaches for tsunami forecasting from sparse observations CM Liu, D Rim, R Baraldi, RJ LeVeque Pure and Applied Geophysics 178 (12), 5129-5153, 2021 | 29 | 2021 |
A proximal quasi-Newton trust-region method for nonsmooth regularized optimization AY Aravkin, R Baraldi, D Orban SIAM Journal on Optimization 32 (2), 900-929, 2022 | 24 | 2022 |
Validation of a Mathematical Model for Green Algae (Raphidocelis Subcapitata) Growth and Implications for a Coupled Dynamical System with Daphnia Magna M Stemkovski, R Baraldi, KB Flores, HT Banks Applied Sciences 6 (5), 155, 2016 | 20 | 2016 |
Basis pursuit denoise with nonsmooth constraints R Baraldi, R Kumar, A Aravkin IEEE Transactions on Signal Processing 67 (22), 5811-5823, 2019 | 11 | 2019 |
A proximal trust-region method for nonsmooth optimization with inexact function and gradient evaluations RJ Baraldi, DP Kouri Mathematical Programming 201 (1), 559-598, 2023 | 10 | 2023 |
Uncertainty quantification for a model of HIV-1 patient response to antiretroviral therapy interruptions R Baraldi, K Cross, C McChesney, L Poag, E Thorpe, KB Flores, ... 2014 American Control Conference, 2753-2758, 2014 | 6 | 2014 |
A Levenberg-Marquardt method for nonsmooth regularized least squares AY Aravkin, R Baraldi, D Orban arXiv preprint arXiv:2301.02347, 2023 | 5 | 2023 |
Tsunami early warning from global navigation satellite system data using convolutional neural networks D Rim, R Baraldi, CM Liu, RJ LeVeque, K Terada Geophysical Research Letters 49 (20), e2022GL099511, 2022 | 5 | 2022 |
RegularizedOptimization. jl: Algorithms for regularized optimization R Baraldi, D Orban | 5 | 2022 |
Parameter estimation using unidentified individual data in individual based models HT Banks, R Baraldi, J Catenacci, N Myers Mathematical Modelling of Natural Phenomena 11 (6), 9-27, 2016 | 5 | 2016 |
Correlation of parameter estimators for models admitting multiple parameterizations K Adoteye, R Baraldi, K Flores, J Nardini, HT Banks, WC Thompson International Journal of Pure and Applied Mathematics 105 (3), 497-522, 2015 | 4 | 2015 |
Corrigendum: A proximal quasi-Newton trust-region method for nonsmooth regularized optimization A Aravkin, R Baraldi, G Leconte, D Orban Les Cahiers du GERAD G-2021-12-SM, Groupe dąétudes et de recherche en …, 2023 | 2 | 2023 |
Relaxation algorithms for matrix completion, with applications to seismic travel-time data interpolation R Baraldi, C Ulberg, R Kumar, K Creager, A Aravkin Inverse Problems 35 (10), 105009, 2019 | 2 | 2019 |
Green algae (Raphidocelis subcapitata) growth model M Stemkovski, R Baraldi, K Flores, HT Banks North Carolina State University. Center for Research in Scientific Computation, 2016 | 2 | 2016 |
Mathematical modeling of HCV viral kinetics R Baraldi, K Cross, C McChesney, L Poag, E Thorpe, K Flores, HT Banks North Carolina State University. Center for Research in Scientific Computation, 2013 | 2 | 2013 |
Local convergence analysis of an inexact trust-region method for nonsmooth optimization RJ Baraldi, DP Kouri Optimization Letters, 1-18, 2024 | 1 | 2024 |
Tsunami Early Warning from GNSS Data using Convolutional Neural Networks RJ LeVeque, D Rim, R Baraldi, CM Liu, K Terada AGU23, 2023 | | 2023 |
Adaptive Randomized Sketching for Dynamic Nonsmooth Optimization RJ Baraldi, E Herberg, DP Kouri, H Antil Society for Experimental Mechanics Annual Conference and Exposition, 107-116, 2023 | | 2023 |
Using Filter Methods to Guide Convergence for ADMM, with Applications to Nonnegative Matrix Factorization Problems. R Baraldi Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022 | | 2022 |