Search

Irene Marx

Examiner (ID: 17457, Phone: (571)272-0919 , Office: P/1651 )

Most Active Art Unit
1651
Art Unit(s)
1204, 1802, 1621, 1804, 1808, 1651
Total Applications
2047
Issued Applications
990
Pending Applications
141
Abandoned Applications
913

Applications

Application numberTitle of the applicationFiling DateStatus
Array ( [id] => 20087763 [patent_doc_number] => 20250217699 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-07-03 [patent_title] => NETWORK-ACCESSIBLE MACHINE LEARNING MODEL TRAINING AND HOSTING SYSTEM [patent_app_type] => utility [patent_app_number] => 18/615976 [patent_app_country] => US [patent_app_date] => 2024-03-25 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9283 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18615976 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/615976
Network-accessible machine learning model training and hosting system Mar 24, 2024 Issued
Array ( [id] => 19558937 [patent_doc_number] => 20240370729 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-11-07 [patent_title] => MACHINE LEARNING THROUGH MULTIPLE LAYERS OF NOVEL MACHINE TRAINED PROCESSING NODES [patent_app_type] => utility [patent_app_number] => 18/407173 [patent_app_country] => US [patent_app_date] => 2024-01-08 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10071 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -2 [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] => 18407173 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/407173
Machine learning through multiple layers of novel machine trained processing nodes Jan 7, 2024 Issued
Array ( [id] => 19053632 [patent_doc_number] => 20240095601 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-03-21 [patent_title] => PRIVACY PRESERVING JOINT TRAINING OF MACHINE LEARNING MODELS [patent_app_type] => utility [patent_app_number] => 18/522325 [patent_app_country] => US [patent_app_date] => 2023-11-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 5985 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 91 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18522325 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/522325
PRIVACY PRESERVING JOINT TRAINING OF MACHINE LEARNING MODELS Nov 28, 2023 Abandoned
Array ( [id] => 18811368 [patent_doc_number] => 20230385704 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-30 [patent_title] => SYSTEMS AND METHOD FOR PERFORMING CONTEXTUAL CLASSIFICATION USING SUPERVISED AND UNSUPERVISED TRAINING [patent_app_type] => utility [patent_app_number] => 18/446980 [patent_app_country] => US [patent_app_date] => 2023-08-09 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 8664 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18446980 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/446980
SYSTEMS AND METHOD FOR PERFORMING CONTEXTUAL CLASSIFICATION USING SUPERVISED AND UNSUPERVISED TRAINING Aug 8, 2023 Pending
Array ( [id] => 18788393 [patent_doc_number] => 20230376856 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-23 [patent_title] => Communication Efficient Federated Learning [patent_app_type] => utility [patent_app_number] => 18/365734 [patent_app_country] => US [patent_app_date] => 2023-08-04 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 7955 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [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] => 18365734 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/365734
Communication Efficient Federated Learning Aug 3, 2023 Pending
Array ( [id] => 20167065 [patent_doc_number] => 20250259112 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2025-08-14 [patent_title] => SYSTEM AND METHOD FOR MACHINE LEARNING USING MULTIPLE MODELS [patent_app_type] => utility [patent_app_number] => 19/099408 [patent_app_country] => US [patent_app_date] => 2023-07-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 1146 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 179 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19099408 [rel_patent_id] =>[rel_patent_doc_number] =>)
19/099408
System and method for machine learning using multiple models Jul 30, 2023 Issued
Array ( [id] => 18806439 [patent_doc_number] => 20230380769 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-11-30 [patent_title] => BED SYSTEM [patent_app_type] => utility [patent_app_number] => 18/203285 [patent_app_country] => US [patent_app_date] => 2023-05-30 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 18299 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -12 [patent_words_short_claim] => 97 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18203285 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/203285
BED SYSTEM May 29, 2023 Pending
Array ( [id] => 19205958 [patent_doc_number] => 20240177857 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-05-30 [patent_title] => METHOD, APPARATUS AND PROGRAM FOR DETERMINING ORTHOSTATIC HYPOTENSION USING HEART RATE DATA [patent_app_type] => utility [patent_app_number] => 18/324311 [patent_app_country] => US [patent_app_date] => 2023-05-26 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11585 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -11 [patent_words_short_claim] => 74 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18324311 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/324311
METHOD, APPARATUS AND PROGRAM FOR DETERMINING ORTHOSTATIC HYPOTENSION USING HEART RATE DATA May 25, 2023 Abandoned
Array ( [id] => 19005432 [patent_doc_number] => 20240069503 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-02-29 [patent_title] => DISPLAY DEVICE AND METHOD FOR CONTROLLING THE SAME [patent_app_type] => utility [patent_app_number] => 18/311392 [patent_app_country] => US [patent_app_date] => 2023-05-03 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 25528 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -18 [patent_words_short_claim] => 173 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18311392 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/311392
Display device and method for controlling the same May 2, 2023 Issued
Array ( [id] => 19037873 [patent_doc_number] => 20240087688 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-03-14 [patent_title] => ARTIFICIAL INTELLIGENCE-BASED MODELING OF MOLECULAR SYSTEMS GUIDED BY QUANTUM MECHANICAL DATA [patent_app_type] => utility [patent_app_number] => 18/136621 [patent_app_country] => US [patent_app_date] => 2023-04-19 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 19368 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -28 [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] => 18136621 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/136621
ARTIFICIAL INTELLIGENCE-BASED MODELING OF MOLECULAR SYSTEMS GUIDED BY QUANTUM MECHANICAL DATA Apr 18, 2023 Abandoned
Array ( [id] => 20537942 [patent_doc_number] => 12555020 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-02-17 [patent_title] => Entangling photonic graphs [patent_app_type] => utility [patent_app_number] => 18/299819 [patent_app_country] => US [patent_app_date] => 2023-04-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 31 [patent_figures_cnt] => 42 [patent_no_of_words] => 64335 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 118 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18299819 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/299819
Entangling photonic graphs Apr 12, 2023 Issued
Array ( [id] => 18678390 [patent_doc_number] => 20230316038 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-10-05 [patent_title] => MULTIFUNCTIONAL SOFT DIODE FOR ARTIFICIAL SYSTEMS [patent_app_type] => utility [patent_app_number] => 18/194068 [patent_app_country] => US [patent_app_date] => 2023-03-31 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 11672 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -23 [patent_words_short_claim] => 143 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18194068 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/194068
Multifunctional soft diode for artificial systems Mar 30, 2023 Issued
Array ( [id] => 19449443 [patent_doc_number] => 20240309573 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-09-19 [patent_title] => HOUSEHOLD APPLIANCES PROXIMITY DETECTION [patent_app_type] => utility [patent_app_number] => 18/183122 [patent_app_country] => US [patent_app_date] => 2023-03-13 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9586 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -15 [patent_words_short_claim] => 91 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18183122 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/183122
HOUSEHOLD APPLIANCES PROXIMITY DETECTION Mar 12, 2023 Pending
Array ( [id] => 18584469 [patent_doc_number] => 20230266732 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-08-24 [patent_title] => CONTROL OF AN ELECTRIC APPLIANCE BY MEANS OF A BATTERY PACK [patent_app_type] => utility [patent_app_number] => 18/169941 [patent_app_country] => US [patent_app_date] => 2023-02-16 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 9451 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -13 [patent_words_short_claim] => 107 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18169941 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/169941
CONTROL OF AN ELECTRIC APPLIANCE BY MEANS OF A BATTERY PACK Feb 15, 2023 Pending
Array ( [id] => 20689763 [patent_doc_number] => 12619917 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-05-05 [patent_title] => Feature contribution computation and human-interpretable reason codes for a support vector machine [patent_app_type] => utility [patent_app_number] => 17/967709 [patent_app_country] => US [patent_app_date] => 2022-10-17 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 10 [patent_figures_cnt] => 10 [patent_no_of_words] => 3271 [patent_no_of_claims] => 20 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 412 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17967709 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/967709
Feature contribution computation and human-interpretable reason codes for a support vector machine Oct 16, 2022 Issued
Array ( [id] => 20788187 [patent_doc_number] => 12662089 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-23 [patent_title] => Car wash system [patent_app_type] => utility [patent_app_number] => 18/034291 [patent_app_country] => US [patent_app_date] => 2022-10-06 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 4 [patent_figures_cnt] => 4 [patent_no_of_words] => 0 [patent_no_of_claims] => 7 [patent_no_of_ind_claims] => 2 [patent_words_short_claim] => 198 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18034291 [rel_patent_id] =>[rel_patent_doc_number] =>)
18/034291
Car wash system Oct 5, 2022 Issued
Array ( [id] => 18847516 [patent_doc_number] => 20230409920 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2023-12-21 [patent_title] => METHOD FOR PREDICTING COAXIALITY OF PARTS OF ROTARY EQUIPMENT BASED ON GA-PSO-BP NEURAL NETWORK [patent_app_type] => utility [patent_app_number] => 17/875453 [patent_app_country] => US [patent_app_date] => 2022-07-28 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 3158 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -3 [patent_words_short_claim] => 315 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17875453 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/875453
METHOD FOR PREDICTING COAXIALITY OF PARTS OF ROTARY EQUIPMENT BASED ON GA-PSO-BP NEURAL NETWORK Jul 27, 2022 Abandoned
Array ( [id] => 18925926 [patent_doc_number] => 20240028930 [patent_country] => US [patent_kind] => A1 [patent_issue_date] => 2024-01-25 [patent_title] => SYSTEMS AND METHODS FOR DETERMINING TARGET POPULATIONS FOR STATISTICAL EXPERIMENTS [patent_app_type] => utility [patent_app_number] => 17/870881 [patent_app_country] => US [patent_app_date] => 2022-07-22 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 0 [patent_figures_cnt] => 0 [patent_no_of_words] => 10576 [patent_no_of_claims] => 0 [patent_no_of_ind_claims] => -17 [patent_words_short_claim] => 174 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => publication [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17870881 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/870881
SYSTEMS AND METHODS FOR DETERMINING TARGET POPULATIONS FOR STATISTICAL EXPERIMENTS Jul 21, 2022 Pending
Array ( [id] => 20773760 [patent_doc_number] => 12657438 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-06-16 [patent_title] => Techniques for using multiple neural autoregressive flow model layers to generate a model for timeseries data forecasting [patent_app_type] => utility [patent_app_number] => 17/804429 [patent_app_country] => US [patent_app_date] => 2022-05-27 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 5 [patent_figures_cnt] => 5 [patent_no_of_words] => 3401 [patent_no_of_claims] => 11 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 285 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17804429 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/804429
Techniques for using multiple neural autoregressive flow model layers to generate a model for timeseries data forecasting May 26, 2022 Issued
Array ( [id] => 20732326 [patent_doc_number] => 12639586 [patent_country] => US [patent_kind] => B2 [patent_issue_date] => 2026-05-26 [patent_title] => Scoring correlated independent variables for elimination from a dataset [patent_app_type] => utility [patent_app_number] => 17/733420 [patent_app_country] => US [patent_app_date] => 2022-04-29 [patent_effective_date] => 0000-00-00 [patent_drawing_sheets_cnt] => 9 [patent_figures_cnt] => 9 [patent_no_of_words] => 10138 [patent_no_of_claims] => 17 [patent_no_of_ind_claims] => 3 [patent_words_short_claim] => 337 [patent_maintenance] => 1 [patent_no_of_assignments] => 0 [patent_current_assignee] =>[type] => patent [pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17733420 [rel_patent_id] =>[rel_patent_doc_number] =>)
17/733420
Scoring correlated independent variables for elimination from a dataset Apr 28, 2022 Issued
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