B. Aquino

Spatial modeling of mid-infrared spectral data with thermal compensation using integrated nested Laplace approximation.

S. Castruccio, B. Aquino, Vijay Gupta, 2021, Applied optics.

EventGraD: Event-Triggered Communication in Parallel Machine Learning

Soumyadip Ghosh, V. Gupta, B. Aquino, 2021, Neurocomputing.

Optical Spectroscopy Sequential Wavelength Selection Using a Higher Leverage Approach

V. Gupta, S. Howard, B. Aquino, 2021, IEEE Sensors Letters.

Robustness Against Adversarial Attacks in Neural Networks Using Incremental Dissipativity

P. Seiler, Arash Rahnama, B. Aquino, 2021, IEEE Control Systems Letters.

A Bayesian Approach to Binary Classification of Mid-Infrared Spectral Data With Noisy Sensors

Scott S. Howard, Vijay Gupta, Bernardo Aquino, 2020, IEEE Sensors Journal.

EventGraD: Event-Triggered Communication in Parallel Machine Learning pdf

Soumyadip Ghosh, Vijay Gupta, Bernardo Aquino, 2021, Neurocomputing.