Prosecution Insights
Last updated: April 19, 2026

Examiner: JONES, CHARLES JEFFREY

Tech Center 2100 • Art Units: 2122

This examiner grants 27% of resolved cases

Performance Statistics

26.7%
Allow Rate
-28.3% vs TC avg
42
Total Applications
+65.9%
Interview Lift
1523
Avg Prosecution Days
Based on 15 resolved cases, 2023–2026

Rejection Statute Breakdown

34.5%
§101 Eligibility
17.7%
§102 Novelty
29.1%
§103 Obviousness
17.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17722858 METHOD AND APPARATUS WITH DYNAMIC CONVOLUTION Non-Final OA Samsung Electronics Co., Ltd.
17471345 Core Data Augmentation Methods For Developing Data Driven Based Petrophysical Interpretation Models Non-Final OA Halliburton Energy Services, Inc.
17791392 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER READABLE RECORDING MEDIUM Final Rejection NEC Corporation
17617659 IDENTIFICATION APPARATUS, IDENTIFICATION METHOD AND RECORDING MEDIUM Final Rejection NEC Corporation
18167139 FEDERATED LEARNING METHOD, DEVICE, AND SYSTEM Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17726724 ANOMALY DETECTION IN UNKNOWN DOMAINS USING CONTENT-IRRELEVANT AND DOMAIN-IRRELEVANT COMPRESSED DATA Non-Final OA International Business Machines Corporation
17551533 FABRICATING DATA USING CONSTRAINTS TRANSLATED FROM TRAINED MACHINE LEARNING MODELS Non-Final OA International Business Machines Corporation
17873107 METHOD AND DEVICE FOR CREATING A MACHINE LEARNING SYSTEM Final Rejection Robert Bosch GmbH
17453610 DEVICE AND METHOD FOR TRAINING A CONTROL STRATEGY WITH THE AID OF REINFORCEMENT LEARNING Non-Final OA Robert Bosch GmbH
17319729 LOCAL PERMUTATION IMPORTANCE: A STABLE, LINEAR-TIME LOCAL MACHINE LEARNING FEATURE ATTRIBUTOR Non-Final OA Oracle International Corporation
17676944 ANOMALY DETECTION IN MULTIPLE OPERATIONAL MODES Final Rejection NEC Laboratories America, Inc.
17348455 METHOD AND SYSTEM FOR IDENTIFYING PREDICTABLE FIELDS IN AN APPLICATION FOR MACHINE LEARNING Final Rejection Tata Consultancy Services Limited
18186101 Method and Apparatus for Continuous Learning of Object Anomaly Detection and State Classification Model Non-Final OA SK Planet Co., Ltd.
17846007 Network Space Search for Pareto-Efficient Spaces Final Rejection MediaTek Inc.
17520448 NOVEL METHOD OF TRAINING A NEURAL NETWORK Final Rejection NVIDIA Corporation
18091244 ARTIFICIAL NEURAL NETWORK FOR DATA IMBALANCED REGRESSION AND METHOD FOR TRAINING SAME Non-Final OA Royal Bank of Canada
17749905 SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH INVERTIBLE NEURAL NETWORKS Final Rejection ROYAL BANK OF CANADA
17564802 METHODS FOR IMPLEMENTING ERROR-DIVISIBLE QUANTUM GATES Final Rejection COLORADO SCHOOL OF MINES
17967484 Feature and Case Importance and Confidence for Imputation in Computer-Based Reasoning Systems Non-Final OA Howso Incorporated

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