Prosecution Insights
Last updated: April 19, 2026

Examiner: COLEMAN, PAUL

Tech Center 2100 • Art Units: 2126

This examiner grants 70% of resolved cases

Performance Statistics

70.0%
Allow Rate
+15.0% vs TC avg
33
Total Applications
+42.9%
Interview Lift
1287
Avg Prosecution Days
Based on 10 resolved cases, 2023–2026

Rejection Statute Breakdown

36.3%
§101 Eligibility
6.2%
§102 Novelty
42.0%
§103 Obviousness
12.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18215638 SYSTEM AND METHOD FOR PERFORMING SEQUENTIAL MULTI-MODEL ESTIMATION TO IMPROVE DATA COVERAGE Non-Final OA JPMorgan Chase Bank, N.A.
17911614 DATA GENERATION METHOD, DECISION METHOD, PROGRAM, AND DATA GENERATION SYSTEM Non-Final OA Panasonic Intellectual Property Management Co., Ltd.
18070979 MULTICLASS CLASSIFICATION APPARATUS AND METHOD ROBUST TO IMBALANCED DATA Final Rejection Electronics and Telecommunications Research Institute
18072220 INDUSTRIAL QUALITY MONITORING SYSTEM WITH PRE-TRAINED FEATURE EXTRACTION Final Rejection Robert Bosch GmbH
17564373 PROCESSING SEQUENCES OF MULTI-MODAL ENTITY FEATURES USING CONVOLUTIONAL NEURAL NETWORKS Non-Final OA Fidelity Information Services, LLC
18121302 ONLINE LEARNING METHOD AND ONLINE LEARNING DEVICE Final Rejection TDK CORPORATION
17559153 Compressing a Set of Coefficients for Subsequent Use in a Neural Network Non-Final OA Imagination Technologies Limited
18090944 SYSTEMS AND METHODS FOR ON-DEVICE TRAINING MACHINE LEARNING MODELS Final Rejection The ADT Security Corporation
18306144 TRAINING METHOD AND APPARATUS FOR GRAPH NEURAL NETWORK Non-Final OA Beijing University of Posts and Telecommunications
18129540 AUTOENCODER WITH GENERATIVE ADVERSARIAL NETWORKS FOR TRANSFER LEARNING BETWEEN DOMAINS Non-Final OA Purdue Research Foundation, Inc.
17945493 INTERACTIVE SYSTEM TO ASSIST A USER IN BUILDING A MACHINE LEARNING MODEL Non-Final OA THE DUN AND BRADSTREET CORPORATION
17623667 METHOD AND DEVICE FOR GENERAL LEARNING BY COMPUTER, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM Final Rejection Chengdu Cyberkey Technologies Co., Ltd.
17565869 SYSTEM AND METHOD FOR FINDING DATA ENRICHMENTS FOR DATASETS Final Rejection Explorium Ltd
17511899 SYSTEMS AND METHODS FOR PROTECTING TRAINABLE MODEL VALIDATION DATASETS Final Rejection CREDO.AI CORP.

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