
Lut Wong
Examiner (ID: 5010, Phone: (571)270-1123 , Office: P/2129 )
| Most Active Art Unit | 2129 |
| Art Unit(s) | 2121, 2129, 2127 |
| Total Applications | 751 |
| Issued Applications | 537 |
| Pending Applications | 65 |
| Abandoned Applications | 166 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 20303786
[patent_doc_number] => 12449772
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2025-10-21
[patent_title] => Systems and methods of sensor data fusion
[patent_app_type] => utility
[patent_app_number] => 19/244450
[patent_app_country] => US
[patent_app_date] => 2025-06-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 6
[patent_figures_cnt] => 6
[patent_no_of_words] => 19782
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 361
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19244450
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/244450 | Systems and methods of sensor data fusion | Jun 19, 2025 | Issued |
Array
(
[id] => 20167023
[patent_doc_number] => 20250259070
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-08-14
[patent_title] => SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR MITIGATING BIAS IN A MACHINE LEARNING-BASED DECISIONING MODEL
[patent_app_type] => utility
[patent_app_number] => 19/196841
[patent_app_country] => US
[patent_app_date] => 2025-05-02
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 29762
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -27
[patent_words_short_claim] => 200
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19196841
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/196841 | SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR MITIGATING BIAS IN A MACHINE LEARNING-BASED DECISIONING MODEL | May 1, 2025 | Pending |
Array
(
[id] => 20167023
[patent_doc_number] => 20250259070
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-08-14
[patent_title] => SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR MITIGATING BIAS IN A MACHINE LEARNING-BASED DECISIONING MODEL
[patent_app_type] => utility
[patent_app_number] => 19/196841
[patent_app_country] => US
[patent_app_date] => 2025-05-02
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 29762
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -27
[patent_words_short_claim] => 200
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19196841
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/196841 | SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR MITIGATING BIAS IN A MACHINE LEARNING-BASED DECISIONING MODEL | May 1, 2025 | Pending |
Array
(
[id] => 20019448
[patent_doc_number] => 20250157670
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-05-15
[patent_title] => ENSEMBLE MACHINE LEARNING SYSTEMS AND METHODS
[patent_app_type] => utility
[patent_app_number] => 19/026469
[patent_app_country] => US
[patent_app_date] => 2025-01-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 5539
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -28
[patent_words_short_claim] => 105
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19026469
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/026469 | ENSEMBLE MACHINE LEARNING SYSTEMS AND METHODS | Jan 16, 2025 | Pending |
Array
(
[id] => 20019448
[patent_doc_number] => 20250157670
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-05-15
[patent_title] => ENSEMBLE MACHINE LEARNING SYSTEMS AND METHODS
[patent_app_type] => utility
[patent_app_number] => 19/026469
[patent_app_country] => US
[patent_app_date] => 2025-01-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 5539
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -28
[patent_words_short_claim] => 105
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 19026469
[rel_patent_id] =>[rel_patent_doc_number] =>) 19/026469 | ENSEMBLE MACHINE LEARNING SYSTEMS AND METHODS | Jan 16, 2025 | Pending |
Array
(
[id] => 19892362
[patent_doc_number] => 20250117674
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-04-10
[patent_title] => REASONING ENGINE SERVICES
[patent_app_type] => utility
[patent_app_number] => 18/984946
[patent_app_country] => US
[patent_app_date] => 2024-12-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10279
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -19
[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] => 18984946
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/984946 | REASONING ENGINE SERVICES | Dec 16, 2024 | Pending |
Array
(
[id] => 20188987
[patent_doc_number] => 12400102
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-08-26
[patent_title] => Autonomous, world-building, lifelong learning agents and computing engines for general-purpose intelligence
[patent_app_type] => utility
[patent_app_number] => 18/819333
[patent_app_country] => US
[patent_app_date] => 2024-08-29
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 55
[patent_figures_cnt] => 58
[patent_no_of_words] => 32633
[patent_no_of_claims] => 24
[patent_no_of_ind_claims] => 1
[patent_words_short_claim] => 197
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18819333
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/819333 | Autonomous, world-building, lifelong learning agents and computing engines for general-purpose intelligence | Aug 28, 2024 | Abandoned |
Array
(
[id] => 19892320
[patent_doc_number] => 20250117632
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-04-10
[patent_title] => SYSTEMS, METHODS, AND GRAPHICAL USER INTERFACES FOR MITIGATING BIAS IN A MACHINE LEARNING-BASED DECISIONING MODEL
[patent_app_type] => utility
[patent_app_number] => 18/764967
[patent_app_country] => US
[patent_app_date] => 2024-07-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 34924
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -27
[patent_words_short_claim] => 159
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18764967
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/764967 | Systems, methods, and graphical user interfaces for mitigating bias in a machine learning-based decisioning model | Jul 4, 2024 | Issued |
Array
(
[id] => 19523233
[patent_doc_number] => 12124964
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-10-22
[patent_title] => Method for updating a node model that resists discrimination propagation in federated learning
[patent_app_type] => utility
[patent_app_number] => 18/732399
[patent_app_country] => US
[patent_app_date] => 2024-06-03
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 3
[patent_figures_cnt] => 4
[patent_no_of_words] => 10475
[patent_no_of_claims] => 7
[patent_no_of_ind_claims] => 1
[patent_words_short_claim] => 739
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18732399
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/732399 | Method for updating a node model that resists discrimination propagation in federated learning | Jun 2, 2024 | Issued |
Array
(
[id] => 20117723
[patent_doc_number] => 12367432
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-07-22
[patent_title] => Method, system, and computer program product for ensemble learning with rejection
[patent_app_type] => utility
[patent_app_number] => 18/845907
[patent_app_country] => US
[patent_app_date] => 2024-05-15
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 16
[patent_figures_cnt] => 16
[patent_no_of_words] => 14777
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 502
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18845907
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/845907 | Method, system, and computer program product for ensemble learning with rejection | May 14, 2024 | Issued |
Array
(
[id] => 19383547
[patent_doc_number] => 20240273417
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-08-15
[patent_title] => MULTI-PARTY MACHINE LEARNING USING A DATABASE CLEANROOM
[patent_app_type] => utility
[patent_app_number] => 18/643787
[patent_app_country] => US
[patent_app_date] => 2024-04-23
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 13746
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 155
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18643787
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/643787 | MULTI-PARTY MACHINE LEARNING USING A DATABASE CLEANROOM | Apr 22, 2024 | Issued |
Array
(
[id] => 19653576
[patent_doc_number] => 12175371
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2024-12-24
[patent_title] => Methods, systems, apparatuses, and devices for facilitating Sifr optimizer-based efficient neural network training
[patent_app_type] => utility
[patent_app_number] => 18/637184
[patent_app_country] => US
[patent_app_date] => 2024-04-16
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 37
[patent_figures_cnt] => 37
[patent_no_of_words] => 30837
[patent_no_of_claims] => 18
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 339
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18637184
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/637184 | Methods, systems, apparatuses, and devices for facilitating Sifr optimizer-based efficient neural network training | Apr 15, 2024 | Issued |
Array
(
[id] => 19639158
[patent_doc_number] => 12169767
[patent_country] => US
[patent_kind] => B1
[patent_issue_date] => 2024-12-17
[patent_title] => Ensemble machine learning systems and methods
[patent_app_type] => utility
[patent_app_number] => 18/611405
[patent_app_country] => US
[patent_app_date] => 2024-03-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 15
[patent_figures_cnt] => 15
[patent_no_of_words] => 10617
[patent_no_of_claims] => 8
[patent_no_of_ind_claims] => 1
[patent_words_short_claim] => 256
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18611405
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/611405 | Ensemble machine learning systems and methods | Mar 19, 2024 | Issued |
Array
(
[id] => 19205098
[patent_doc_number] => 20240176997
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-05-30
[patent_title] => SEMICONDUCTOR DEVICE AND ELECTRONIC DEVICE
[patent_app_type] => utility
[patent_app_number] => 18/429937
[patent_app_country] => US
[patent_app_date] => 2024-02-01
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 29930
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -6
[patent_words_short_claim] => 102
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18429937
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/429937 | Semiconductor device and electronic device | Jan 31, 2024 | Issued |
Array
(
[id] => 19443555
[patent_doc_number] => 12093832
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-09-17
[patent_title] => Method for distributing work points to a plurality of task-performing robots
[patent_app_type] => utility
[patent_app_number] => 18/424764
[patent_app_country] => US
[patent_app_date] => 2024-01-27
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 6
[patent_figures_cnt] => 10
[patent_no_of_words] => 16942
[patent_no_of_claims] => 9
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 174
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18424764
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/424764 | Method for distributing work points to a plurality of task-performing robots | Jan 26, 2024 | Issued |
Array
(
[id] => 19695353
[patent_doc_number] => 20250013898
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2025-01-09
[patent_title] => METHOD FOR CONSTRUCTING TARGET PREDICTION MODEL IN MULTICENTER SMALL SAMPLE SCENARIO AND PREDICTION METHOD
[patent_app_type] => utility
[patent_app_number] => 18/412519
[patent_app_country] => US
[patent_app_date] => 2024-01-13
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 5287
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -6
[patent_words_short_claim] => 429
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18412519
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/412519 | Method for constructing target prediction model in multicenter small sample scenario and prediction method | Jan 12, 2024 | Issued |
Array
(
[id] => 19971705
[patent_doc_number] => 12340320
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2025-06-24
[patent_title] => Reasoning engine services
[patent_app_type] => utility
[patent_app_number] => 18/403712
[patent_app_country] => US
[patent_app_date] => 2024-01-03
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 4
[patent_figures_cnt] => 4
[patent_no_of_words] => 4612
[patent_no_of_claims] => 22
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 206
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18403712
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/403712 | Reasoning engine services | Jan 2, 2024 | Issued |
Array
(
[id] => 19268060
[patent_doc_number] => 20240211764
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2024-06-27
[patent_title] => COMPOUND MODEL SCALING FOR NEURAL NETWORKS
[patent_app_type] => utility
[patent_app_number] => 18/400767
[patent_app_country] => US
[patent_app_date] => 2023-12-29
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6953
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -16
[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] => 18400767
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/400767 | Compound model scaling for neural networks | Dec 28, 2023 | Issued |
Array
(
[id] => 19313639
[patent_doc_number] => 12039457
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-07-16
[patent_title] => Disparity mitigation in machine learning-based predictions for distinct classes of data using derived indiscernibility constraints during neural network training
[patent_app_type] => utility
[patent_app_number] => 18/397159
[patent_app_country] => US
[patent_app_date] => 2023-12-27
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 6
[patent_figures_cnt] => 6
[patent_no_of_words] => 6803
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 136
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18397159
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/397159 | Disparity mitigation in machine learning-based predictions for distinct classes of data using derived indiscernibility constraints during neural network training | Dec 26, 2023 | Issued |
Array
(
[id] => 19626197
[patent_doc_number] => 12165031
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-12-10
[patent_title] => Standard error for deep learning model outcome estimator
[patent_app_type] => utility
[patent_app_number] => 18/529014
[patent_app_country] => US
[patent_app_date] => 2023-12-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 18
[patent_figures_cnt] => 21
[patent_no_of_words] => 11985
[patent_no_of_claims] => 30
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 274
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 18529014
[rel_patent_id] =>[rel_patent_doc_number] =>) 18/529014 | Standard error for deep learning model outcome estimator | Dec 4, 2023 | Issued |