
Mark Booker
Examiner (ID: 4738, Phone: (571)270-0201 , Office: P/2921 )
| Most Active Art Unit | 2921 |
| Art Unit(s) | 2921 |
| Total Applications | 1202 |
| Issued Applications | 1192 |
| Pending Applications | 0 |
| Abandoned Applications | 6 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 18454801
[patent_doc_number] => 20230196081
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2023-06-22
[patent_title] => FEDERATED LEARNING FOR TRAINING MACHINE LEARNING MODELS
[patent_app_type] => utility
[patent_app_number] => 17/557096
[patent_app_country] => US
[patent_app_date] => 2021-12-21
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6621
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 255
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17557096
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/557096 | Federated learning for training machine learning models | Dec 20, 2021 | Issued |
Array
(
[id] => 17522330
[patent_doc_number] => 20220108179
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-04-07
[patent_title] => METHOD FOR INJECTING HUMAN KNOWLEDGE INTO AI MODELS
[patent_app_type] => utility
[patent_app_number] => 17/551821
[patent_app_country] => US
[patent_app_date] => 2021-12-15
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 20080
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -19
[patent_words_short_claim] => 352
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17551821
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/551821 | Method for injecting human knowledge into AI models | Dec 14, 2021 | Issued |
Array
(
[id] => 17597784
[patent_doc_number] => 20220147358
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-05-12
[patent_title] => GENERATION OF HIGHER-RESOLUTION DATASETS WITH A QUANTUM COMPUTER
[patent_app_type] => utility
[patent_app_number] => 17/525078
[patent_app_country] => US
[patent_app_date] => 2021-11-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11074
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -25
[patent_words_short_claim] => 18
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17525078
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/525078 | GENERATION OF HIGHER-RESOLUTION DATASETS WITH A QUANTUM COMPUTER | Nov 11, 2021 | Pending |
Array
(
[id] => 17565601
[patent_doc_number] => 20220129750
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-04-28
[patent_title] => METHOD FOR THE AUTOMATIC IDENTIFICATION AND QUANTIFICATION OF RADIOISOTOPES IN GAMMA SPECTRA
[patent_app_type] => utility
[patent_app_number] => 17/507177
[patent_app_country] => US
[patent_app_date] => 2021-10-21
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9653
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -8
[patent_words_short_claim] => 357
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17507177
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/507177 | METHOD FOR THE AUTOMATIC IDENTIFICATION AND QUANTIFICATION OF RADIOISOTOPES IN GAMMA SPECTRA | Oct 20, 2021 | Pending |
Array
(
[id] => 17462857
[patent_doc_number] => 20220076163
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-03-10
[patent_title] => MODEL PARAMETER LEARNING METHOD AND MOVEMENT MODE DETERMINATION METHOD
[patent_app_type] => utility
[patent_app_number] => 17/459157
[patent_app_country] => US
[patent_app_date] => 2021-08-27
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9750
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -6
[patent_words_short_claim] => 337
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17459157
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/459157 | MODEL PARAMETER LEARNING METHOD AND MOVEMENT MODE DETERMINATION METHOD | Aug 26, 2021 | Pending |
Array
(
[id] => 17277068
[patent_doc_number] => 20210383266
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-12-09
[patent_title] => INFORMATION PROCESSING SYSTEM, METHOD FOR PROCESSING INFORMATION AND PROGRAM
[patent_app_type] => utility
[patent_app_number] => 17/445591
[patent_app_country] => US
[patent_app_date] => 2021-08-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 11929
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 92
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17445591
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/445591 | INFORMATION PROCESSING SYSTEM, METHOD FOR PROCESSING INFORMATION AND PROGRAM | Aug 19, 2021 | Pending |
Array
(
[id] => 17372712
[patent_doc_number] => 20220027764
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-01-27
[patent_title] => METHOD OF AND SYSTEM FOR ONLINE MACHINE LEARNING WITH DYNAMIC MODEL EVALUATION AND SELECTION
[patent_app_type] => utility
[patent_app_number] => 17/385285
[patent_app_country] => US
[patent_app_date] => 2021-07-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 21121
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 203
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17385285
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/385285 | METHOD OF AND SYSTEM FOR ONLINE MACHINE LEARNING WITH DYNAMIC MODEL EVALUATION AND SELECTION | Jul 25, 2021 | Pending |
Array
(
[id] => 17359148
[patent_doc_number] => 20220019944
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-01-20
[patent_title] => SYSTEM AND METHOD FOR IDENTIFYING AND MITIGATING AMBIGUOUS DATA IN MACHINE LEARNING ARCHITECTURES
[patent_app_type] => utility
[patent_app_number] => 17/378603
[patent_app_country] => US
[patent_app_date] => 2021-07-16
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 13921
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -48
[patent_words_short_claim] => 84
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17378603
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/378603 | SYSTEM AND METHOD FOR IDENTIFYING AND MITIGATING AMBIGUOUS DATA IN MACHINE LEARNING ARCHITECTURES | Jul 15, 2021 | Pending |
Array
(
[id] => 17508019
[patent_doc_number] => 20220101122
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-03-31
[patent_title] => ENERGY-BASED VARIATIONAL AUTOENCODERS
[patent_app_type] => utility
[patent_app_number] => 17/357728
[patent_app_country] => US
[patent_app_date] => 2021-06-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 14985
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 116
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17357728
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/357728 | ENERGY-BASED VARIATIONAL AUTOENCODERS | Jun 23, 2021 | Pending |
Array
(
[id] => 17294614
[patent_doc_number] => 20210390453
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-12-16
[patent_title] => REDUCING COVARIATE DRIFT IN MACHINE LEARNING ENVIRONMENTS
[patent_app_type] => utility
[patent_app_number] => 17/339715
[patent_app_country] => US
[patent_app_date] => 2021-06-04
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 2274
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -2
[patent_words_short_claim] => 88
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17339715
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/339715 | REDUCING COVARIATE DRIFT IN MACHINE LEARNING ENVIRONMENTS | Jun 3, 2021 | Abandoned |
Array
(
[id] => 18061523
[patent_doc_number] => 20220392609
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-12-08
[patent_title] => PERSONALIZED FOOD RECOMMENDATIONS BASED ON SENSED BIOMARKER DATA
[patent_app_type] => utility
[patent_app_number] => 17/339467
[patent_app_country] => US
[patent_app_date] => 2021-06-04
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 25143
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 146
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17339467
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/339467 | PERSONALIZED FOOD RECOMMENDATIONS BASED ON SENSED BIOMARKER DATA | Jun 3, 2021 | Pending |
Array
(
[id] => 19236265
[patent_doc_number] => 20240193460
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-06-13
[patent_title] => DATA PROCESSING METHOD AND DATA PROCESSING APPARATUS
[patent_app_type] => utility
[patent_app_number] => 17/908478
[patent_app_country] => US
[patent_app_date] => 2021-05-31
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 15659
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 2
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17908478
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/908478 | DATA PROCESSING METHOD AND DATA PROCESSING APPARATUS | May 30, 2021 | Pending |
Array
(
[id] => 17763907
[patent_doc_number] => 20220237519
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-07-28
[patent_title] => DISTRIBUTED SUPPORT VECTOR MACHINE PRIVACY-PRESERVING METHOD, SYSTEM, STORAGE MEDIUM AND APPLICATION
[patent_app_type] => utility
[patent_app_number] => 17/317908
[patent_app_country] => US
[patent_app_date] => 2021-05-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 4616
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 120
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17317908
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/317908 | Distributed support vector machine privacy-preserving method, system, storage medium and application | May 11, 2021 | Issued |
Array
(
[id] => 18023203
[patent_doc_number] => 20220374702
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-11-24
[patent_title] => METHODS AND SYSTEMS FOR PREDICTING BEHAVIOR OF DISTRIBUTED APPLICATIONS
[patent_app_type] => utility
[patent_app_number] => 17/308349
[patent_app_country] => US
[patent_app_date] => 2021-05-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 18508
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -15
[patent_words_short_claim] => 131
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17308349
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/308349 | METHODS AND SYSTEMS FOR PREDICTING BEHAVIOR OF DISTRIBUTED APPLICATIONS | May 4, 2021 | Abandoned |
Array
(
[id] => 17985022
[patent_doc_number] => 20220351059
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-11-03
[patent_title] => SENTENCE CLASSIFICATION USING ENHANCED KNOWLEDGE FROM TEXTUAL KNOWLEDGE BASES
[patent_app_type] => utility
[patent_app_number] => 17/244315
[patent_app_country] => US
[patent_app_date] => 2021-04-29
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7999
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 86
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17244315
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/244315 | SENTENCE CLASSIFICATION USING ENHANCED KNOWLEDGE FROM TEXTUAL KNOWLEDGE BASES | Apr 28, 2021 | Pending |
Array
(
[id] => 17916194
[patent_doc_number] => 20220318590
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-10-06
[patent_title] => EQUIVARIANT STEERABLE CONVOLUTIONAL NEURAL NETWORKS
[patent_app_type] => utility
[patent_app_number] => 17/219099
[patent_app_country] => US
[patent_app_date] => 2021-03-31
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9482
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -26
[patent_words_short_claim] => 36
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17219099
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/219099 | EQUIVARIANT STEERABLE CONVOLUTIONAL NEURAL NETWORKS | Mar 30, 2021 | Pending |
Array
(
[id] => 17216865
[patent_doc_number] => 20210350203
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-11-11
[patent_title] => NEURAL ARCHITECTURE SEARCH BASED OPTIMIZED DNN MODEL GENERATION FOR EXECUTION OF TASKS IN ELECTRONIC DEVICE
[patent_app_type] => utility
[patent_app_number] => 17/211606
[patent_app_country] => US
[patent_app_date] => 2021-03-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 17253
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 93
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17211606
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/211606 | NEURAL ARCHITECTURE SEARCH BASED OPTIMIZED DNN MODEL GENERATION FOR EXECUTION OF TASKS IN ELECTRONIC DEVICE | Mar 23, 2021 | Pending |
Array
(
[id] => 17069763
[patent_doc_number] => 20210271979
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-09-02
[patent_title] => METHOD, A SYSTEM, A STORAGE PORTION AND A VEHICLE ADAPTING AN INITIAL MODEL OF A NEURAL NETWORK
[patent_app_type] => utility
[patent_app_number] => 17/184815
[patent_app_country] => US
[patent_app_date] => 2021-02-25
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 3935
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -7
[patent_words_short_claim] => 199
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17184815
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/184815 | METHOD, A SYSTEM, A STORAGE PORTION AND A VEHICLE ADAPTING AN INITIAL MODEL OF A NEURAL NETWORK | Feb 24, 2021 | Abandoned |
Array
(
[id] => 17832603
[patent_doc_number] => 20220269907
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-08-25
[patent_title] => SYSTEMS AND METHODS FOR PROVIDING PLUG-AND-PLAY FRAMEWORKS FOR TRAINING MODELS USING SEMI-SUPERVISED LEARNING TECHNIQUES
[patent_app_type] => utility
[patent_app_number] => 17/183766
[patent_app_country] => US
[patent_app_date] => 2021-02-24
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 12184
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -18
[patent_words_short_claim] => 201
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17183766
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/183766 | SYSTEMS AND METHODS FOR PROVIDING PLUG-AND-PLAY FRAMEWORKS FOR TRAINING MODELS USING SEMI-SUPERVISED LEARNING TECHNIQUES | Feb 23, 2021 | Pending |
Array
(
[id] => 16965353
[patent_doc_number] => 20210216852
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-07-15
[patent_title] => LEAK DETECTION WITH ARTIFICIAL INTELLIGENCE
[patent_app_type] => utility
[patent_app_number] => 17/169249
[patent_app_country] => US
[patent_app_date] => 2021-02-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10039
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -19
[patent_words_short_claim] => 133
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17169249
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/169249 | LEAK DETECTION WITH ARTIFICIAL INTELLIGENCE | Feb 4, 2021 | Pending |