Jeremy Zico Kolter

Person

Pittsburgh, PA, US

People

Patents Grantslast 30 patents

Information Patent Grant
Controller with neural network and improved stability
- Patent number 12,271,159
- Issue date Apr 8, 2025
- Robert Bosch GmbH
- Jeremy Zieg Kolter
- G05 - CONTROLLING REGULATING
Information Patent Grant
Device and method to improve the robustness against ‘adversarial ex...
- Patent number 12,254,384
- Issue date Mar 18, 2025
- Robert Bosch GmbH
- Jeremiah M. Cohen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method and system of crown based for adversarial attacks
- Patent number 12,242,657
- Issue date Mar 4, 2025
- Robert Bosch GmbH
- Leslie Rice
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Systems and methods for providing cybersecurity analysis based on o...
- Patent number 12,218,966
- Issue date Feb 4, 2025
- C3.ai, Inc.
- Kuenley Chiu
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method and system for breaking backdoored classifiers through adver...
- Patent number 12,210,619
- Issue date Jan 28, 2025
- Robert Bosch GmbH
- Mingjie Sun
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method and system for probably robust classification with detection...
- Patent number 12,210,966
- Issue date Jan 28, 2025
- Robert Bosch GmbH
- Fatemeh Sheikholeslami
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
System and method for improving robustness of pretrained systems in...
- Patent number 12,205,349
- Issue date Jan 21, 2025
- Robert Bosch GmbH
- Fatemeh Sheikholeslami
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method and system to classify sensor data with improved training ro...
- Patent number 12,182,668
- Issue date Dec 31, 2024
- Robert Bosch GmbH
- Elan Kennar Rosenfeld
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Performance of neural networks under distribution shift
- Patent number 12,172,670
- Issue date Dec 24, 2024
- Robert Bosch GmbH
- Yiding Jiang
- B60 - VEHICLES IN GENERAL
Information Patent Grant
Systems and methods for regression-based determination of expected...
- Patent number 12,148,053
- Issue date Nov 19, 2024
- C3.ai, Inc.
- Mehdi Maasoumy Haghighi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Interaction layer neural network for search, retrieval, and ranking
- Patent number 12,026,187
- Issue date Jul 2, 2024
- Robert Bosch GmbH
- Leonid Boytsov
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method and system for low-query black-box universal attacks
- Patent number 12,026,621
- Issue date Jul 2, 2024
- Robert Bosch GmbH
- Devin T. Willmott
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Meta-learned, evolution strategy black box optimization classifiers
- Patent number 12,020,166
- Issue date Jun 25, 2024
- Robert Bosch GmbH
- Devin T. Willmott
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Device and method for training a classifier
- Patent number 11,960,991
- Issue date Apr 16, 2024
- Robert Bosch GmbH
- Rizal Fathony
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Image processing via isotonic convolutional neural networks
- Patent number 11,922,291
- Issue date Mar 5, 2024
- Robert Bosch GmbH
- Asher Trockman
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Defending multimodal fusion models against single-source adversaries
- Patent number 11,893,087
- Issue date Feb 6, 2024
- Robert Bosch GmbH
- Karren Yang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Systems and methods for utilizing machine learning to identify non-...
- Patent number 11,886,843
- Issue date Jan 30, 2024
- C3.ai, Inc.
- Thomas M. Siebel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Dynamics model for globally stable modeling of system dynamics
- Patent number 11,886,782
- Issue date Jan 30, 2024
- Robert Bosch GmbH
- Gaurav Manek
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Neural network including a neural network projection layer configur...
- Patent number 11,875,252
- Issue date Jan 16, 2024
- Brandon David Amos
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Hardware compute fabrics for deep equilibrium models
- Patent number 11,847,560
- Issue date Dec 19, 2023
- Robert Bosch GmbH
- Jeremy Kolter
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Systems and methods for event assignment of dynamically changing is...
- Patent number 11,784,892
- Issue date Oct 10, 2023
- C3.ai, Inc.
- Jeremy Kolter
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Systems and methods for event assignment of dynamically changing is...
- Patent number 11,777,813
- Issue date Oct 3, 2023
- C3.ai, Inc.
- Jeremy Kolter
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Neural network with a layer solving a semidefinite program
- Patent number 11,748,627
- Issue date Sep 5, 2023
- Robert Bosch GmbH
- Csaba Domokos
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method and system for learning rules from a data base
- Patent number 11,699,076
- Issue date Jul 11, 2023
- Robert Bosch GmbH
- Csaba Domokos
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method and system for an adversarial training using meta-learned in...
- Patent number 11,687,619
- Issue date Jun 27, 2023
- Robert Bosch GmbH
- Xiao Zhang
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Method, apparatus and computer program for generating robust automa...
- Patent number 11,676,025
- Issue date Jun 13, 2023
- Robert Bosch GmbH
- Jeremy Zico Kolter
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
System and method with a robust deep generative model
- Patent number 11,657,290
- Issue date May 23, 2023
- Robert Bosch GmbH
- Filipe Cabrita Condessa
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Asymmetrical robustness for classification in adversarial environments
- Patent number 11,651,220
- Issue date May 16, 2023
- Robert Bosch GmbH
- Filipe J. Cabrita Condessa
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
System and method for multiscale deep equilibrium models
- Patent number 11,610,129
- Issue date Mar 21, 2023
- Robert Bosch GmbH
- Shaojie Bai
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Grant
Image segmention via efficient semidefinate-programming based infer...
- Patent number 11,587,237
- Issue date Feb 21, 2023
- Robert Bosch GmbH
- Devin T. Willmott
- B60 - VEHICLES IN GENERAL

Patents Applicationslast 30 patents

Information Patent Application
IMPROVED METHOD AND SYSTEM FOR GENERATING CONCEPT-BASED EXPLANATION...
- Publication number 20250094868
- Publication date Mar 20, 2025
- ROBERT BOSCH GmbH
- Dotan Di Castro
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND METHODS FOR REGRESSION-BASED DETERMINATION OF EXPECTED...
- Publication number 20250078178
- Publication date Mar 6, 2025
- C3.ai, Inc.
- Mehdi Maasoumy Haghighi
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR PROMPT SEARCHING
- Publication number 20250005918
- Publication date Jan 2, 2025
- ROBERT BOSCH GmbH
- Devin T. Willmott
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR LEVARGING MULTIPLE DESCRIPTIVE FEATURES FOR R...
- Publication number 20250005916
- Publication date Jan 2, 2025
- ROBERT BOSCH GmbH
- Devin T. Willmott
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
TORCHDEQ: A LIBRARY FOR DEEP EQUILIBRIUM MODELS
- Publication number 20240428076
- Publication date Dec 26, 2024
- ROBERT BOSCH GmbH
- Zhengyang Geng
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ONE-STEP DIFFUSION DISTILLATION VIA DEEP EQUILIBRIUM MODELS
- Publication number 20240412430
- Publication date Dec 12, 2024
- ROBERT BOSCH GmbH
- Zhengyang GENG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR UTILIZING WEAK LEARNERS ON LARGE LANGUAGE MODELS
- Publication number 20240412004
- Publication date Dec 12, 2024
- ROBERT BOSCH GmbH
- Hariharan Manikandan
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR LOCALIZED TEXT TO IMAGE GENERATION FOR FREE V...
- Publication number 20240412428
- Publication date Dec 12, 2024
- ROBERT BOSCH GmbH
- Yutong He
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEVICE AND METHOD FOR IMPROVED POLICY LEARNING FOR ROBOTS
- Publication number 20240311640
- Publication date Sep 19, 2024
- ROBERT BOSCH GmbH
- Felix Berkenkamp
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR UNIVERSAL PURIFICATION OF INPUT PERTURBATION...
- Publication number 20240070451
- Publication date Feb 29, 2024
- ROBERT BOSCH GmbH
- Jingyang ZHANG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND METHODS FOR UTILIZING MACHINE LEARNING TO IDENTIFY NON-...
- Publication number 20240045659
- Publication date Feb 8, 2024
- C3.ai, Inc.
- Thomas M. Siebel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHOD AND SYSTEM OF CROWN BASED FOR ADVERSARIAL ATTACKS
- Publication number 20240037282
- Publication date Feb 1, 2024
- ROBERT BOSCH GmbH
- Leslie RICE
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR TEST-TIME ADAPTATION VIA CONJUGATE PSEUDOLABELS
- Publication number 20240037416
- Publication date Feb 1, 2024
- ROBERT BOSCH GmbH
- Mingjie SUN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHOD AND DEVICE FOR TRAINING A CLASSIFIER FOR MOLECULAR BIOLOGICA...
- Publication number 20240028892
- Publication date Jan 25, 2024
- ROBERT BOSCH GmbH
- Jan Hendrik Metzen
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND METHODS FOR EVENT ASSIGNMENT OF DYNAMICALLY CHANGING IS...
- Publication number 20240022483
- Publication date Jan 18, 2024
- C3.ai, Inc.
- Jeremy Kolter
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
PERFORMANCE OF NEURAL NETWORKS UNDER DISTRIBUTION SHIFT
- Publication number 20230406344
- Publication date Dec 21, 2023
- ROBERT BOSCH GmbH
- Yiding JIANG
- B60 - VEHICLES IN GENERAL
Information Patent Application
METHODS AND SYSTEMS FOR TRAINING A MACHINE LEARNING MODEL WITH MEAS...
- Publication number 20230409916
- Publication date Dec 21, 2023
- ROBERT BOSCH GmbH
- Filipe J. CABRITA CONDESSA
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
ORBITAL MIXER MACHINE LEARNING METHOD FOR PREDICTING AN ELECTRONIC...
- Publication number 20230359929
- Publication date Nov 9, 2023
- ROBERT BOSCH GmbH
- Kirill SHMILOVICH
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DATA AUGMENTATION FOR DOMAIN GENERALIZATION
- Publication number 20230326005
- Publication date Oct 12, 2023
- ROBERT BOSCH GmbH
- Laura BEGGEL
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
DEEP EQUILIBRIUM FLOW ESTIMATION
- Publication number 20230306617
- Publication date Sep 28, 2023
- ROBERT BOSCH GmbH
- Shaojie BAI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR IMPROVING ROBUSTNESS OF PRETRAINED SYSTEMS IN...
- Publication number 20230298315
- Publication date Sep 21, 2023
- ROBERT BOSCH GmbH
- Fatemeh SHEIKHOLESLAMI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
METHOD AND SYSTEM FOR PROBABLY ROBUST CLASSIFICATION WITH MULTICLAS...
- Publication number 20230107463
- Publication date Apr 6, 2023
- ROBERT BOSCH GmbH
- Sina BAHARLOUI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
NEURAL DEEP EQUILIBRIUM SOLVER
- Publication number 20230102866
- Publication date Mar 30, 2023
- ROBERT BOSCH GmbH
- Shaojie BAI
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
IMAGE PROCESSING VIA ISOTONIC CONVOLUTIONAL NEURAL NETWORKS
- Publication number 20230096021
- Publication date Mar 30, 2023
- ROBERT BOSCH GmbH
- Asher TROCKMAN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR ESTIMATING PERTURBATION NORM FOR THE SPECTRUM...
- Publication number 20230100132
- Publication date Mar 30, 2023
- Carnegie Mellon University
- Leslie RICE
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
MONOTONE MEAN-FIELD INFERENCE IN DEEP MARKOV RANDOM FIELDS
- Publication number 20230101812
- Publication date Mar 30, 2023
- ROBERT BOSCH GmbH
- Zhili FENG
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND METHODS FOR ESTIMATING INPUT CERTAINTY FOR A NEURAL NET...
- Publication number 20230100765
- Publication date Mar 30, 2023
- ROBERT BOSCH GmbH
- Melrose Roderick
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND METHODS FOR UTILIZING MACHINE LEARNING TO IDENTIFY NON-...
- Publication number 20230027296
- Publication date Jan 26, 2023
- C3.ai, Inc.
- Thomas M. Siebel
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEM AND METHOD FOR PREPENDING ROBUSTIFIER FOR PRE-TRAINED MODELS...
- Publication number 20220405648
- Publication date Dec 22, 2022
- ROBERT BOSCH GmbH
- Wan-Yi LIN
- G06 - COMPUTING CALCULATING COUNTING
Information Patent Application
SYSTEMS AND METHODS FOR PROVIDING CYBERSECURITY ANALYSIS BASED ON O...
- Publication number 20220407885
- Publication date Dec 22, 2022
- C3.ai, Inc.
- Kuenley Chiu
- G06 - COMPUTING CALCULATING COUNTING

Jeremy Zico Kolter

Person

Patents Grantslast 30 patents

Controller with neural network and improved stability

Device and method to improve the robustness against ‘adversarial ex...

Method and system of crown based for adversarial attacks

Systems and methods for providing cybersecurity analysis based on o...

Method and system for breaking backdoored classifiers through adver...

Method and system for probably robust classification with detection...

System and method for improving robustness of pretrained systems in...

Method and system to classify sensor data with improved training ro...

Performance of neural networks under distribution shift

Systems and methods for regression-based determination of expected...

Interaction layer neural network for search, retrieval, and ranking

Method and system for low-query black-box universal attacks

Meta-learned, evolution strategy black box optimization classifiers

Device and method for training a classifier

Image processing via isotonic convolutional neural networks

Defending multimodal fusion models against single-source adversaries

Systems and methods for utilizing machine learning to identify non-...

Dynamics model for globally stable modeling of system dynamics

Neural network including a neural network projection layer configur...

Hardware compute fabrics for deep equilibrium models

Systems and methods for event assignment of dynamically changing is...

Systems and methods for event assignment of dynamically changing is...

Neural network with a layer solving a semidefinite program

Method and system for learning rules from a data base

Method and system for an adversarial training using meta-learned in...

Method, apparatus and computer program for generating robust automa...

System and method with a robust deep generative model

Asymmetrical robustness for classification in adversarial environments

System and method for multiscale deep equilibrium models

Image segmention via efficient semidefinate-programming based infer...

Patents Applicationslast 30 patents

IMPROVED METHOD AND SYSTEM FOR GENERATING CONCEPT-BASED EXPLANATION...

SYSTEMS AND METHODS FOR REGRESSION-BASED DETERMINATION OF EXPECTED...

SYSTEM AND METHOD FOR PROMPT SEARCHING

SYSTEM AND METHOD FOR LEVARGING MULTIPLE DESCRIPTIVE FEATURES FOR R...

TORCHDEQ: A LIBRARY FOR DEEP EQUILIBRIUM MODELS

ONE-STEP DIFFUSION DISTILLATION VIA DEEP EQUILIBRIUM MODELS

SYSTEM AND METHOD FOR UTILIZING WEAK LEARNERS ON LARGE LANGUAGE MODELS

SYSTEM AND METHOD FOR LOCALIZED TEXT TO IMAGE GENERATION FOR FREE V...

DEVICE AND METHOD FOR IMPROVED POLICY LEARNING FOR ROBOTS

SYSTEM AND METHOD FOR UNIVERSAL PURIFICATION OF INPUT PERTURBATION...

SYSTEMS AND METHODS FOR UTILIZING MACHINE LEARNING TO IDENTIFY NON-...

METHOD AND SYSTEM OF CROWN BASED FOR ADVERSARIAL ATTACKS

SYSTEM AND METHOD FOR TEST-TIME ADAPTATION VIA CONJUGATE PSEUDOLABELS

METHOD AND DEVICE FOR TRAINING A CLASSIFIER FOR MOLECULAR BIOLOGICA...

SYSTEMS AND METHODS FOR EVENT ASSIGNMENT OF DYNAMICALLY CHANGING IS...

PERFORMANCE OF NEURAL NETWORKS UNDER DISTRIBUTION SHIFT

METHODS AND SYSTEMS FOR TRAINING A MACHINE LEARNING MODEL WITH MEAS...

ORBITAL MIXER MACHINE LEARNING METHOD FOR PREDICTING AN ELECTRONIC...

DATA AUGMENTATION FOR DOMAIN GENERALIZATION

DEEP EQUILIBRIUM FLOW ESTIMATION

SYSTEM AND METHOD FOR IMPROVING ROBUSTNESS OF PRETRAINED SYSTEMS IN...

METHOD AND SYSTEM FOR PROBABLY ROBUST CLASSIFICATION WITH MULTICLAS...

NEURAL DEEP EQUILIBRIUM SOLVER

IMAGE PROCESSING VIA ISOTONIC CONVOLUTIONAL NEURAL NETWORKS

SYSTEM AND METHOD FOR ESTIMATING PERTURBATION NORM FOR THE SPECTRUM...

MONOTONE MEAN-FIELD INFERENCE IN DEEP MARKOV RANDOM FIELDS

SYSTEMS AND METHODS FOR ESTIMATING INPUT CERTAINTY FOR A NEURAL NET...

SYSTEMS AND METHODS FOR UTILIZING MACHINE LEARNING TO IDENTIFY NON-...

SYSTEM AND METHOD FOR PREPENDING ROBUSTIFIER FOR PRE-TRAINED MODELS...

SYSTEMS AND METHODS FOR PROVIDING CYBERSECURITY ANALYSIS BASED ON O...