Search

Gary S. Hartmann

Examiner (ID: 13652, Phone: (571)272-6989 , Office: P/3671 )

Most Active Art Unit
3671
Art Unit(s)
3671, 3616, 3673, 3625, 3506
Total Applications
3150
Issued Applications
2312
Pending Applications
234
Abandoned Applications
630

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20501067 [patent_doc_number] => 20260030528 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2026-01-29 [patent_title] => MACHINE LEARNING TECHNIQUES FOR GENERATING VISUALIZATION RECOMMENDATIONS [patent_app_type] => utility [patent_app_number] => 19/343670 [patent_app_country] => US [patent_app_date] => 2025-09-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10931 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 291 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19343670 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/343670
MACHINE LEARNING TECHNIQUES FOR GENERATING VISUALIZATION RECOMMENDATIONS Sep 28, 2025 Pending
Array ( [id] => 19892335 [patent_doc_number] => 20250117647 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-04-10 [patent_title] => Dynamic Exponent Bias Method for Neural Network Training [patent_app_type] => utility [patent_app_number] => 18/481422 [patent_app_country] => US [patent_app_date] => 2023-10-05 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10273 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => 0 [patent_words_short_claim] => 29 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18481422 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/481422
Dynamic Exponent Bias Method for Neural Network Training Oct 4, 2023 Pending
Array ( [id] => 19406112 [patent_doc_number] => 20240289623 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-29 [patent_title] => EDITING A TARGET MODEL TO FORGET DATA SAMPLES USING A REFERENCE MODEL TO ADJUST WEIGHTS OF THE TARGET MODEL [patent_app_type] => utility [patent_app_number] => 18/176068 [patent_app_country] => US [patent_app_date] => 2023-02-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6638 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 127 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18176068 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/176068
EDITING A TARGET MODEL TO FORGET DATA SAMPLES USING A REFERENCE MODEL TO ADJUST WEIGHTS OF THE TARGET MODEL Feb 27, 2023 Pending
Array ( [id] => 18360540 [patent_doc_number] => 20230142131 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-11 [patent_title] => ACTIVE LEARNING CLASSIFIER ENGINE USING BETA APPROXIMATION [patent_app_type] => utility [patent_app_number] => 17/826928 [patent_app_country] => US [patent_app_date] => 2022-05-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9057 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 170 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17826928 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/826928
ACTIVE LEARNING CLASSIFIER ENGINE USING BETA APPROXIMATION May 26, 2022 Pending
Array ( [id] => 19347960 [patent_doc_number] => 20240256924 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-08-01 [patent_title] => CONSTRUCTION METHOD AND DEVICE OF CHEMICAL ENGINEERING KNOWLEDGE GRAPH AND INTELLIGENT QUESTION ANSWERING METHOD AND DEVICE [patent_app_type] => utility [patent_app_number] => 18/556617 [patent_app_country] => US [patent_app_date] => 2022-03-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9175 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [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] => 18556617 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/556617
CONSTRUCTION METHOD AND DEVICE OF CHEMICAL ENGINEERING KNOWLEDGE GRAPH AND INTELLIGENT QUESTION ANSWERING METHOD AND DEVICE Mar 29, 2022 Pending
Array ( [id] => 18630665 [patent_doc_number] => 20230289560 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-09-14 [patent_title] => MACHINE LEARNING TECHNIQUES TO PREDICT CONTENT ACTIONS [patent_app_type] => utility [patent_app_number] => 17/694463 [patent_app_country] => US [patent_app_date] => 2022-03-14 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 23063 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 219 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17694463 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/694463
MACHINE LEARNING TECHNIQUES TO PREDICT CONTENT ACTIONS Mar 13, 2022 Pending
Array ( [id] => 18499606 [patent_doc_number] => 20230222368 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-07-13 [patent_title] => NEURAL NETWORK ARCHITECTURE FOR CONCURRENT LEARNING WITH ANTIDROMIC SPIKES [patent_app_type] => utility [patent_app_number] => 17/573926 [patent_app_country] => US [patent_app_date] => 2022-01-12 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8081 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -21 [patent_words_short_claim] => 142 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17573926 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/573926
NEURAL NETWORK ARCHITECTURE FOR CONCURRENT LEARNING WITH ANTIDROMIC SPIKES Jan 11, 2022 Pending
Array ( [id] => 17870533 [patent_doc_number] => 20220293270 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-09-15 [patent_title] => MACHINE-LEARNING WITH RESPECT TO MULTI-STATE MODEL OF AN ILLNESS [patent_app_type] => utility [patent_app_number] => 17/646061 [patent_app_country] => US [patent_app_date] => 2021-12-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 17632 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 89 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17646061 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/646061
MACHINE-LEARNING WITH RESPECT TO MULTI-STATE MODEL OF AN ILLNESS Dec 26, 2021 Pending
Array ( [id] => 18362075 [patent_doc_number] => 20230143666 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-11 [patent_title] => MODEL PRODUCTIZATION ASSESSMENT [patent_app_type] => utility [patent_app_number] => 17/454568 [patent_app_country] => US [patent_app_date] => 2021-11-11 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7631 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 85 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17454568 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/454568
MODEL PRODUCTIZATION ASSESSMENT Nov 10, 2021 Pending
Array ( [id] => 18347549 [patent_doc_number] => 20230135659 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-05-04 [patent_title] => NEURAL NETWORKS TRAINED USING EVENT OCCURRENCES [patent_app_type] => utility [patent_app_number] => 17/519532 [patent_app_country] => US [patent_app_date] => 2021-11-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 93618 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -23 [patent_words_short_claim] => 28 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17519532 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/519532
NEURAL NETWORKS TRAINED USING EVENT OCCURRENCES Nov 3, 2021 Pending
Array ( [id] => 18339885 [patent_doc_number] => 20230131834 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-04-27 [patent_title] => TECHNIQUES FOR TRAINED MODEL BIAS ASSESSMENT [patent_app_type] => utility [patent_app_number] => 17/508734 [patent_app_country] => US [patent_app_date] => 2021-10-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 22694 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 172 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17508734 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/508734
TECHNIQUES FOR TRAINED MODEL BIAS ASSESSMENT Oct 21, 2021 Pending
Array ( [id] => 17388308 [patent_doc_number] => 20220036160 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-02-03 [patent_title] => METHOD FOR GENERATING INFERENCE MODEL AND INFERENCE MODEL [patent_app_type] => utility [patent_app_number] => 17/506303 [patent_app_country] => US [patent_app_date] => 2021-10-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8099 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 136 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17506303 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/506303
METHOD FOR GENERATING INFERENCE MODEL AND INFERENCE MODEL Oct 19, 2021 Pending
Array ( [id] => 17581771 [patent_doc_number] => 20220138626 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-05-05 [patent_title] => System For Collaboration And Optimization Of Edge Machines Based On Federated Learning [patent_app_type] => utility [patent_app_number] => 17/451434 [patent_app_country] => US [patent_app_date] => 2021-10-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5515 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -9 [patent_words_short_claim] => 182 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17451434 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/451434
System For Collaboration And Optimization Of Edge Machines Based On Federated Learning Oct 18, 2021 Pending
Array ( [id] => 17508027 [patent_doc_number] => 20220101130 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2022-03-31 [patent_title] => QUANTIZED FEEDBACK IN FEDERATED LEARNING WITH RANDOMIZATION [patent_app_type] => utility [patent_app_number] => 17/448298 [patent_app_country] => US [patent_app_date] => 2021-09-21 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 15413 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -26 [patent_words_short_claim] => 77 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17448298 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/448298
QUANTIZED FEEDBACK IN FEDERATED LEARNING WITH RANDOMIZATION Sep 20, 2021 Pending
Array ( [id] => 20507046 [patent_doc_number] => 12541322 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-02-03 [patent_title] => Memory management for overlap data between tiles of neural networks [patent_app_type] => utility [patent_app_number] => 17/446257 [patent_app_country] => US [patent_app_date] => 2021-08-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 7080 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 252 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17446257 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/446257
Memory management for overlap data between tiles of neural networks Aug 26, 2021 Issued
Array ( [id] => 18167715 [patent_doc_number] => 20230034322 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-02 [patent_title] => COMPUTER-IMPLEMENTED METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT [patent_app_type] => utility [patent_app_number] => 17/406451 [patent_app_country] => US [patent_app_date] => 2021-08-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6271 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 117 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17406451 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/406451
COMPUTER-IMPLEMENTED METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT Aug 18, 2021 Pending
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17/404011
METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR SAMPLE MANAGEMENT Aug 16, 2021 Pending
Array ( [id] => 18181322 [patent_doc_number] => 20230042051 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-02-09 [patent_title] => DISTILLING TRANSFORMERS FOR NEURAL CROSS-DOMAIN SEARCH [patent_app_type] => utility [patent_app_number] => 17/382341 [patent_app_country] => US [patent_app_date] => 2021-07-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8416 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 119 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17382341 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/382341
Distilling transformers for neural cross-domain search Jul 21, 2021 Issued
Array ( [id] => 18158293 [patent_doc_number] => 20230024884 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-26 [patent_title] => BALANCING FEATURE DISTRIBUTIONS USING AN IMPORTANCE FACTOR [patent_app_type] => utility [patent_app_number] => 17/380731 [patent_app_country] => US [patent_app_date] => 2021-07-20 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 12815 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 95 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17380731 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/380731
Balancing feature distributions using an importance factor Jul 19, 2021 Issued
Array ( [id] => 18159139 [patent_doc_number] => 20230025731 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-01-26 [patent_title] => REALISTIC COUNTERFACTUAL EXPLANATION OF MACHINE LEARNING PREDICTIONS [patent_app_type] => utility [patent_app_number] => 17/378794 [patent_app_country] => US [patent_app_date] => 2021-07-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 6499 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -16 [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] => 17378794 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/378794
Realistic counterfactual explanation of machine learning predictions Jul 18, 2021 Issued
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