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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 numberTitle of the applicationFiling DateStatus
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
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