Robert Baraldi

Comparison of Machine Learning Approaches for Tsunami Forecasting from Sparse Observations

Christopher M. Liu, Donsub Rim, Robert Baraldi et al. · Pure and Applied Geophysics · 2021 · 53 citations

Sparse Observations, Forecasting Methodology, Tsunami Science +13

Uncertainty quantification in modeling HIV viral mechanics

H. T. Banks, Robert Baraldi, Karissa L. Cross et al. · Mathematical Biosciences & Engineering · 2015 · 28 citations · Full text

Engineering, Viral Dynamic, Epidemiological Dynamic +18

Tsunami Early Warning From Global Navigation Satellite System Data Using Convolutional Neural Networks

Donsub Rim, Robert Baraldi, Christopher M. Liu et al. · Geophysical Research Letters · 2022 · 22 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Engineering +21

Basis Pursuit Denoise With Nonsmooth Constraints

Robert Baraldi, Rajiv Kumar, Aleksandr Y. Aravkin · IEEE Transactions on Signal Processing · 2019 · 20 citations · Full text

A Proximal Quasi-Newton Trust-Region Method for Nonsmooth Regularized Optimization

Aleksandr Y. Aravkin, Robert Baraldi, Dominique Orban · SIAM Journal on Optimization · 2022 · 19 citations

Numerical Analysis, Mathematical Programming, Engineering +12