
Vishal J. Pancholi
Examiner (ID: 744, Phone: (571)272-9324 , Office: P/3754 )
| Most Active Art Unit | 3754 |
| Art Unit(s) | 3754 |
| Total Applications | 1073 |
| Issued Applications | 742 |
| Pending Applications | 96 |
| Abandoned Applications | 264 |
Applications
| Application number | Title of the application | Filing Date | Status |
|---|---|---|---|
Array
(
[id] => 15999071
[patent_doc_number] => 20200175406
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-06-04
[patent_title] => APPARATUS AND METHODS FOR USING BAYESIAN PROGRAM LEARNING FOR EFFICIENT AND RELIABLE KNOWLEDGE REASONING
[patent_app_type] => utility
[patent_app_number] => 16/561678
[patent_app_country] => US
[patent_app_date] => 2019-09-05
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 10760
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[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] => 16561678
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/561678 | APPARATUS AND METHODS FOR USING BAYESIAN PROGRAM LEARNING FOR EFFICIENT AND RELIABLE KNOWLEDGE REASONING | Sep 4, 2019 | Abandoned |
Array
(
[id] => 19062265
[patent_doc_number] => 11941502
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-03-26
[patent_title] => Manifold-anomaly detection with axis parallel
[patent_app_type] => utility
[patent_app_number] => 16/560842
[patent_app_country] => US
[patent_app_date] => 2019-09-04
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 37
[patent_figures_cnt] => 37
[patent_no_of_words] => 14394
[patent_no_of_claims] => 30
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 283
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16560842
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/560842 | Manifold-anomaly detection with axis parallel | Sep 3, 2019 | Issued |
Array
(
[id] => 16676283
[patent_doc_number] => 20210065049
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-03-04
[patent_title] => AUTOMATED DATA PROCESSING BASED ON MACHINE LEARNING
[patent_app_type] => utility
[patent_app_number] => 16/558444
[patent_app_country] => US
[patent_app_date] => 2019-09-03
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 9395
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 216
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16558444
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/558444 | AUTOMATED DATA PROCESSING BASED ON MACHINE LEARNING | Sep 2, 2019 | Abandoned |
Array
(
[id] => 15562591
[patent_doc_number] => 20200065707
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-02-27
[patent_title] => LEARNING DEVICE AND LEARNING METHOD
[patent_app_type] => utility
[patent_app_number] => 16/545245
[patent_app_country] => US
[patent_app_date] => 2019-08-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 27875
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -13
[patent_words_short_claim] => 175
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16545245
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/545245 | Learning device and method for implementation of gradient boosted decision trees | Aug 19, 2019 | Issued |
Array
(
[id] => 15183355
[patent_doc_number] => 20190362269
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2019-11-28
[patent_title] => METHODS AND APPARATUS TO SELF-GENERATE A MULTIPLE-OUTPUT ENSEMBLE MODEL DEFENSE AGAINST ADVERSARIAL ATTACKS
[patent_app_type] => utility
[patent_app_number] => 16/538409
[patent_app_country] => US
[patent_app_date] => 2019-08-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8797
[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] => 16538409
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/538409 | METHODS AND APPARATUS TO SELF-GENERATE A MULTIPLE-OUTPUT ENSEMBLE MODEL DEFENSE AGAINST ADVERSARIAL ATTACKS | Aug 11, 2019 | Abandoned |
Array
(
[id] => 20537946
[patent_doc_number] => 12555024
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2026-02-17
[patent_title] => Dynamic data selection for a machine learning model
[patent_app_type] => utility
[patent_app_number] => 16/458924
[patent_app_country] => US
[patent_app_date] => 2019-07-01
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 7
[patent_figures_cnt] => 7
[patent_no_of_words] => 2940
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 368
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16458924
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/458924 | Dynamic data selection for a machine learning model | Jun 30, 2019 | Issued |
Array
(
[id] => 15329709
[patent_doc_number] => 20200005184
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-01-02
[patent_title] => SKILL GENERATING METHOD, APPARATUS, AND ELECTRONIC DEVICE
[patent_app_type] => utility
[patent_app_number] => 16/453455
[patent_app_country] => US
[patent_app_date] => 2019-06-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8485
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 75
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16453455
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/453455 | SKILL GENERATING METHOD, APPARATUS, AND ELECTRONIC DEVICE | Jun 25, 2019 | Abandoned |
Array
(
[id] => 16527850
[patent_doc_number] => 20200401930
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-12-24
[patent_title] => DESIGN OF CUSTOMIZABLE MACHINE LEARNING SERVICES
[patent_app_type] => utility
[patent_app_number] => 16/445807
[patent_app_country] => US
[patent_app_date] => 2019-06-19
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 4741
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 114
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16445807
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/445807 | DESIGN OF CUSTOMIZABLE MACHINE LEARNING SERVICES | Jun 18, 2019 | Abandoned |
Array
(
[id] => 17430792
[patent_doc_number] => 20220058501
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2022-02-24
[patent_title] => AUTOMATIC PLANNER, OPERATION ASSISTANCE METHOD, AND COMPUTER READABLE MEDIUM
[patent_app_type] => utility
[patent_app_number] => 17/274922
[patent_app_country] => US
[patent_app_date] => 2019-06-18
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7739
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -4
[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] => 17274922
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/274922 | AUTOMATIC PLANNER, OPERATION ASSISTANCE METHOD, AND COMPUTER READABLE MEDIUM | Jun 17, 2019 | Abandoned |
Array
(
[id] => 16515300
[patent_doc_number] => 20200394558
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-12-17
[patent_title] => NEXT CALL CONTACT PREDICTION
[patent_app_type] => utility
[patent_app_number] => 16/443334
[patent_app_country] => US
[patent_app_date] => 2019-06-17
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6717
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 80
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16443334
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/443334 | NEXT CALL CONTACT PREDICTION | Jun 16, 2019 | Abandoned |
Array
(
[id] => 18136546
[patent_doc_number] => 11562228
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2023-01-24
[patent_title] => Efficient verification of machine learning applications
[patent_app_type] => utility
[patent_app_number] => 16/438500
[patent_app_country] => US
[patent_app_date] => 2019-06-12
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 23
[patent_figures_cnt] => 23
[patent_no_of_words] => 18174
[patent_no_of_claims] => 18
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 240
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16438500
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/438500 | Efficient verification of machine learning applications | Jun 11, 2019 | Issued |
Array
(
[id] => 19476125
[patent_doc_number] => 12106220
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-10-01
[patent_title] => Regularization of recurrent machine-learned architectures with encoder, decoder, and prior distribution
[patent_app_type] => utility
[patent_app_number] => 16/435213
[patent_app_country] => US
[patent_app_date] => 2019-06-07
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 9
[patent_figures_cnt] => 9
[patent_no_of_words] => 6467
[patent_no_of_claims] => 21
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 355
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16435213
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/435213 | Regularization of recurrent machine-learned architectures with encoder, decoder, and prior distribution | Jun 6, 2019 | Issued |
Array
(
[id] => 16935267
[patent_doc_number] => 20210201156
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2021-07-01
[patent_title] => SAMPLE-EFFICIENT REINFORCEMENT LEARNING
[patent_app_type] => utility
[patent_app_number] => 17/056640
[patent_app_country] => US
[patent_app_date] => 2019-05-20
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 8514
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 417
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 17056640
[rel_patent_id] =>[rel_patent_doc_number] =>) 17/056640 | Sample-efficient reinforcement learning | May 19, 2019 | Issued |
Array
(
[id] => 16455126
[patent_doc_number] => 20200364552
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-11-19
[patent_title] => QUANTIZATION METHOD OF IMPROVING THE MODEL INFERENCE ACCURACY
[patent_app_type] => utility
[patent_app_number] => 16/411098
[patent_app_country] => US
[patent_app_date] => 2019-05-13
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7841
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 149
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16411098
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/411098 | QUANTIZATION METHOD OF IMPROVING THE MODEL INFERENCE ACCURACY | May 12, 2019 | Abandoned |
Array
(
[id] => 15215993
[patent_doc_number] => 20190370683
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2019-12-05
[patent_title] => Method, Apparatus and Computer Program for Operating a Machine Learning System
[patent_app_type] => utility
[patent_app_number] => 16/407537
[patent_app_country] => US
[patent_app_date] => 2019-05-09
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 3019
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -7
[patent_words_short_claim] => 225
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16407537
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/407537 | Method, Apparatus and Computer Program for Operating a Machine Learning System | May 8, 2019 | Abandoned |
Array
(
[id] => 18934526
[patent_doc_number] => 11886960
[patent_country] => US
[patent_kind] => B2
[patent_issue_date] => 2024-01-30
[patent_title] => Elastic training of machine learning models via re-partitioning based on feedback from the training algorithm
[patent_app_type] => utility
[patent_app_number] => 16/405329
[patent_app_country] => US
[patent_app_date] => 2019-05-07
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 6
[patent_figures_cnt] => 14
[patent_no_of_words] => 8752
[patent_no_of_claims] => 20
[patent_no_of_ind_claims] => 3
[patent_words_short_claim] => 348
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => patent
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16405329
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/405329 | Elastic training of machine learning models via re-partitioning based on feedback from the training algorithm | May 6, 2019 | Issued |
Array
(
[id] => 16439565
[patent_doc_number] => 20200356892
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-11-12
[patent_title] => SYSTEMS AND METHODS FOR GENERATING ADVERSE-ACTION REPORTS FOR ADVERSE CREDIT-APPLICATION DETERMINATIONS
[patent_app_type] => utility
[patent_app_number] => 16/404368
[patent_app_country] => US
[patent_app_date] => 2019-05-06
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6958
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -17
[patent_words_short_claim] => 103
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16404368
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/404368 | SYSTEMS AND METHODS FOR GENERATING ADVERSE-ACTION REPORTS FOR ADVERSE CREDIT-APPLICATION DETERMINATIONS | May 5, 2019 | Abandoned |
Array
(
[id] => 14750949
[patent_doc_number] => 20190258648
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2019-08-22
[patent_title] => GENERATING ASSET LEVEL CLASSIFICATIONS USING MACHINE LEARNING
[patent_app_type] => utility
[patent_app_number] => 16/398460
[patent_app_country] => US
[patent_app_date] => 2019-04-30
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 6520
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -6
[patent_words_short_claim] => 96
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16398460
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/398460 | GENERATING ASSET LEVEL CLASSIFICATIONS USING MACHINE LEARNING | Apr 29, 2019 | Abandoned |
Array
(
[id] => 16401490
[patent_doc_number] => 20200342348
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2020-10-29
[patent_title] => AUTOMATED PREDICTIVE ANALYSIS AND MODIFICATION OF USER INTERACTION FEATURES USING MULTIPLE CLASSIFICATION MODELS
[patent_app_type] => utility
[patent_app_number] => 16/395789
[patent_app_country] => US
[patent_app_date] => 2019-04-26
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7590
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -20
[patent_words_short_claim] => 403
[patent_maintenance] => 1
[patent_no_of_assignments] => 0
[patent_current_assignee] =>[type] => publication
[pdf_file] =>[firstpage_image] =>[orig_patent_app_number] => 16395789
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/395789 | Automated predictive analysis and modification of user interaction features using multiple classification models | Apr 25, 2019 | Issued |
Array
(
[id] => 14720823
[patent_doc_number] => 20190251475
[patent_country] => US
[patent_kind] => A1
[patent_issue_date] => 2019-08-15
[patent_title] => SYSTEM AND METHOD FOR CREATING BIOLOGICALLY BASED ENTERPRISE DATA GENOME TO PREDICT AND RECOMMEND ENTERPRISE PERFORMANCE
[patent_app_type] => utility
[patent_app_number] => 16/395008
[patent_app_country] => US
[patent_app_date] => 2019-04-25
[patent_effective_date] => 0000-00-00
[patent_drawing_sheets_cnt] => 0
[patent_figures_cnt] => 0
[patent_no_of_words] => 7388
[patent_no_of_claims] => 0
[patent_no_of_ind_claims] => -13
[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] => 16395008
[rel_patent_id] =>[rel_patent_doc_number] =>) 16/395008 | SYSTEM AND METHOD FOR CREATING BIOLOGICALLY BASED ENTERPRISE DATA GENOME TO PREDICT AND RECOMMEND ENTERPRISE PERFORMANCE | Apr 24, 2019 | Abandoned |