Inventor
KOLTER JEREMY ZIEG
US15 patents
Patents
15 patentsUS11170141B2Nov 9, 2021
Graph transformer neural network force field for prediction of atomic forces and energies in molecular dynamic simulations
BOSCH GMBH ROBERT3 citations69
US11574143B2Feb 7, 2023
Systems and methods with robust classifiers that defend against patch attacks
BOSCH GMBH ROBERT2 citations68
US12182668B2Dec 31, 2024
Method and system to classify sensor data with improved training robustness
BOSCH GMBH ROBERT2 citations63
US11481681B2Oct 25, 2022
Classification robust against multiple perturbation types
BOSCH GMBH ROBERT1 citations57
US11551084B2Jan 10, 2023
System and method of robust active learning method using noisy labels and domain adaptation
BOSCH GMBH ROBERT0 citations54
US11886782B2Jan 30, 2024
Dynamics model for globally stable modeling of system dynamics
BOSCH GMBH ROBERT1 citations53
US12254384B2Mar 18, 2025
Device and method to improve the robustness against ‘adversarial examples’
BOSCH GMBH ROBERT0 citations47
US11455515B2Sep 27, 2022
Efficient black box adversarial attacks exploiting input data structure
BOSCH GMBH ROBERT0 citations47
US11699076B2Jul 11, 2023
Method and system for learning rules from a data base
BOSCH GMBH ROBERT0 citations46
US11960991B2Apr 16, 2024
Device and method for training a classifier
BOSCH GMBH ROBERT0 citations45
US11748627B2Sep 5, 2023
Neural network with a layer solving a semidefinite program
BOSCH GMBH ROBERT0 citations44
US11494639B2Nov 8, 2022
Bayesian-optimization-based query-efficient black-box adversarial attacks
BOSCH GMBH ROBERT0 citations44
US11526965B2Dec 13, 2022
Multiplicative filter network
BOSCH GMBH ROBERT0 citations41
US12271159B2Apr 8, 2025
Controller with neural network and improved stability
BOSCH GMBH ROBERT0 citations40
US11875252B2Jan 16, 2024
Neural network including a neural network projection layer configured for a summing parameter
BOSCH GMBH ROBERT0 citations40