Humberto González

Orcid: 0000-0002-9883-2053

According to our database1, Humberto González authored at least 26 papers between 2009 and 2023.

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Bibliography

2023
Epsilon*: Privacy Metric for Machine Learning Models.
CoRR, 2023

2022
Sales Channel Optimization via Simulations Based on Observational Data with Delayed Rewards: A Case Study at LinkedIn.
CoRR, 2022

2020
MCA-Based Rule Mining Enables Interpretable Inference in Clinical Psychiatry.
Proceedings of the Precision Health and Medicine - A Digital Revolution in Healthcare, 2020

2019
Holistic Cyber-Physical Management for Dependable Wireless Control Systems.
ACM Trans. Cyber Phys. Syst., 2019

2018
Multiscale modelization in a small virus: Mechanism of proton channeling and its role in triggering capsid disassembly.
PLoS Comput. Biol., 2018

MCA-based Rule Mining Enables Interpretable Inference in Clinical Psychiatry.
CoRR, 2018

A New Solution Concept and Family of Relaxations for Hybrid Dynamical Systems.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Measuring Distances Between Medical Entities. Step 1: DrugBank.
Proceedings of the Artificial Intelligence Research and Development, 2018

2017
Numerical synthesis of pontryagin optimal control minimizers using sampling-based methods.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems.
Proc. IEEE, 2016

Wireless Routing and Control: A Cyber-Physical Case Study.
Proceedings of the 7th ACM/IEEE International Conference on Cyber-Physical Systems, 2016

Zoned HVAC control via PDE-constrained optimization.
Proceedings of the 2016 American Control Conference, 2016

2015
Metrization and Simulation of Controlled Hybrid Systems.
IEEE Trans. Autom. Control., 2015

Simultaneous Receding Horizon Estimation and Control of a Fencing Robot using a Single Camera.
CoRR, 2015

Incorporating emergency alarms in reliable wireless process control.
Proceedings of the ACM/IEEE Sixth International Conference on Cyber-Physical Systems, 2015

2014
Rapid Integration and Calibration of New Sensors Using the Berkeley Aachen Robotics Toolkit (BART).
CoRR, 2014

Thermal Modeling for a HVAC Controlled Real-Life Auditorium.
Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

2013
Consistent Approximations for the Optimal Control of Constrained Switched Systems - Part 2: An Implementable Algorithm.
SIAM J. Control. Optim., 2013

Consistent Approximations for the Optimal Control of Constrained Switched Systems - Part 1: A Conceptual Algorithm.
SIAM J. Control. Optim., 2013

Provably safe and robust learning-based model predictive control.
Autom., 2013

2012
Computational Tools for Cyber-Physical Systems.
PhD thesis, 2012

Statistical Results on Filtering and Epi-convergence for Learning-Based Model Predictive Control
CoRR, 2012

2011
Numerical integration of hybrid dynamical systems via domain relaxation.
Proceedings of the 50th IEEE Conference on Decision and Control and European Control Conference, 2011

2010
A descent algorithm for the optimal control of constrained nonlinear switched dynamical systems.
Proceedings of the 13th ACM International Conference on Hybrid Systems: Computation and Control, 2010

A numerical method for the optimal control of switched systems.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

2009
Model-based design: a report from the trenches of the DARPA Urban Challenge.
Softw. Syst. Model., 2009


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