Brendon K. Colbert

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Kernel Learning

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Aleksandr Talitckii, Joslyn L. Mangal, Brendon K. Colbert, Abhinav P. Acharya, Matthew M. Peet
Employing Feature Selection Algorithms to Determine the Immune State of a Mouse Model of Rheumatoid Arthritis. IEEE J. Biomed. Health Informatics 28 (4) (2024)
Aleksandr Talitckii, Brendon K. Colbert, Matthew M. Peet
Efficient Convex Algorithms for Universal Kernel Learning. CoRR (2023)
Brendon K. Colbert, Joslyn L. Mangal, Aleksandr Talitckii, Abhinav P. Acharya, Matthew M. Peet
Employing Feature Selection Algorithms to Determine the Immune State of Mice with Rheumatoid Arthritis. CoRR (2022)
Luis G. Crespo, Sean P. Kenny, Brendon K. Colbert, Tanner Slagel
. CDC (2021)
Luis G. Crespo, Brendon K. Colbert, Tanner Slager, Sean P. Kenny
. CDC (2021)
Brendon K. Colbert, Luis G. Crespo, Matthew M. Peet
A Convex Optimization Approach to Improving Suboptimal Hyperparameters of Sliced Normal Distributions. ACC (2020)
Brendon K. Colbert, Matthew M. Peet
A Convex Parametrization of a New Class of Universal Kernel Functions. J. Mach. Learn. Res. 21 (2020)
Brendon K. Colbert, Matthew M. Peet
A New Algorithm for Tessellated Kernel Learning. CoRR (2020)
Brendon K. Colbert, Luis G. Crespo, Matthew M. Peet
A Sum of Squares Optimization Approach to Uncertainty Quantification. ACC (2019)
Luis G. Crespo, Brendon K. Colbert, Sean P. Kenny, Daniel P. Giesy
On the quantification of aleatory and epistemic uncertainty using Sliced-Normal distributions. Syst. Control. Lett. 134 (2019)
Brendon K. Colbert, Matthew M. Peet
Using SDP to Parameterize Universal Kernel Functions. CDC (2019)
Brendon K. Colbert, Hesameddin Mohammadi, Matthew M. Peet
Combining SOS with Branch and Bound to Isolate Global Solutions of Polynomial Optimization Problems. ACC (2018)
Brendon K. Colbert, Matthew M. Peet
Using Trajectory Measurements to Estimate the Region of Attraction of Nonlinear Systems. CDC (2018)
Brendon K. Colbert, Matthew M. Peet
A Convex Parametrization of a New Class of Universal Kernel Functions for use in Kernel Learning. CoRR (2017)