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Brendon K Colbert
Brendon K Colbert
Verified email at asu.edu
Title
Cited by
Cited by
Year
On the quantification of aleatory and epistemic uncertainty using sliced-normal distributions
LG Crespo, BK Colbert, SP Kenny, DP Giesy
Systems & Control Letters 134, 104560, 2019
412019
Using Trajectory Measurements to Estimate the Region of Attraction of Nonlinear Systems
BK Colbert, MM Peet
2018 IEEE Conference on Decision and Control (CDC), 2341-2347, 2018
142018
Robust Estimation of Sliced-Exponential Distributions
LG Crespo, BK Colbert, T Slager, SP Kenny
2021 60th IEEE Conference on Decision and Control (CDC), 6742-6748, 2021
82021
Improving the Uncertainty Quantification of Sliced Normal Distributions by Scaling the Covariance Matrix
BK Colbert, LG Crespo, MM Peet
8*2020
A sum of squares optimization approach to uncertainty quantification
BK Colbert, LG Crespo, MM Peet
2019 American Control Conference (ACC), 5378-5384, 2019
72019
Comparisons of performance metrics and machine learning methods on an entry descent and landing database
TJ Wignall, T Nakamura-Zimmerer, JB Scoggins, S Snyder, S Kumar, ...
AIAA SCITECH 2023 Forum, 1183, 2023
62023
A Convex Parametrization of a New Class of Universal Kernel Functions
BK Colbert, MM Peet
Journal of Machine Learning Research 21 (45), 1-29, 2020
62020
Structured Covariance Gaussian Networks for Orion Crew Module Aerodynamic Uncertainty Quantification
T Nakamura-Zimmerer, MT Stringer, BK Colbert, JB Scoggins
AIAA SCITECH 2023 Forum, 1184, 2023
52023
Dimensionality reduction of sliced-normal distributions
LG Crespo, BK Colbert, SP Kenny, DP Giesy
IFAC-PapersOnLine 53 (2), 7412-7417, 2020
32020
PolySafe: A formally verified algorithm for conflict detection on a polynomial airspace
BK Colbert, JT Slagel, LG Crespo, S Balachandran, C Munoz
IFAC-PapersOnLine 53 (2), 15615-15620, 2020
32020
Interval predictor models for robust system identification
LG Crespo, SP Kenny, BK Colbert, T Slagel
2021 60th IEEE Conference on Decision and Control (CDC), 872-879, 2021
12021
Using SDP to Parameterize Universal Kernel Functions
BK Colbert, MM Peet
IEEE 58th Conference on Decision and Control, 2019
12019
Combining SOS with Branch and Bound to Isolate Global Solutions of Polynomial Optimization Problems
B Colbert, H Mohammadi, MM Peet
2018 Annual American Control Conference (ACC), 2190-2197, 2018
12018
From Data to Predictive Models: Robust Identification and Analysis of the Immune System
BK Colbert
Arizona State University, 2021
2021
A New Algorithm for Tessellated Kernel Learning
BK Colbert, MM Peet
arXiv preprint arXiv:2006.07693, 2020
2020
A Convex Approach to Learning a New Class of Universal Kernel Functions
B Colbert, M Peet
Journal of machine learning research, 2020
2020
A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning
BK Colbert, MM Peet
arXiv preprint arXiv:1711.05477, 2017
2017
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Articles 1–17