Prosecution Insights
Prosecution Insights
Tech Center 3600 • Art Units: 2124 2141 2144 3625
This examiner grants 100% of resolved cases
David Kim is an examiner in Tech Center 3600, working within Art Unit 2124. The data for this profile is based on 1 resolved case, which was allowed, resulting in a 100.0 percent allowance rate. This single resolution reached allowance after a median pendency of 1236 days.
Because there is only 1 resolved case, the interview lift is currently 0.0 percent. This figure indicates that an interview did not change the outcome for the single case on record. Practitioners should note the 100.0 percent allowance rate and the 1236-day median pendency as the only available data points for Art Unit 2124.
The 1236-day median pendency provides a solitary measure for timing expectations in Tech Center 3600. With only 1 resolved case, the 100.0 percent allowance rate and 0.0 percent interview lift are the current metrics. Future resolutions will be necessary to determine if these figures are representative of the examiner's typical workflow.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18541410 | INDIVIDUALIZED MACHINE LEARNING ALGORITHMS | Non-Final OA | HARMAN BECKER AUTOMOTIVE SYSTEMS GmbH |
| 18469997 | Apparatus and method for Federated Learning on Edge Devices | Non-Final OA | Nokia Technologies Oy |
| 18635109 | DATA-FREE KNOWLEDGE DISTILLATION FOR TEXT CLASSIFICATION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18335820 | ARTIFICIAL INTELLIGENCE ACCELERATOR USING MANTISSA QUANTIZATION SCHEME | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18163804 | MODEL-AGNOSTIC EXPLAINABILITY FOR MULTIMODAL ARTIFICIAL INTELLIGENCE MODELS | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18185828 | GENERATING ANALYTICS PREDICTION MACHINE LEARNING MODELS USING TRANSFER LEARNING FOR PRIOR DATA | Non-Final OA | Adobe Inc. |
| 18312510 | FEDERATED LEARNING METHOD AND APPARATUS BASED ON GRAPH NEURAL NETWORK, AND FEDERATED LEARNING SYSTEM | Non-Final OA | Alipay (Hangzhou) Information Technology Co., Ltd. |
| 18286619 | HIERARCHICAL DEEP LEARNING NEURAL NETWORKS-ARTIFICIAL INTELLIGENCE: AN AI PLATFORM FOR SCIENTIFIC AND MATERIALS SYSTEMS INNOVATION | Non-Final OA | NORTHWESTERN UNIVERSITY |
| 18105729 | METHOD FOR CLASSIFIER LEARNING FROM A STREAM OF DATA ON A RESOURCE-CONSTRAINED DEVICE | Final Rejection | STMicroelectronics International N.V. |
| 18160201 | SYSTEM AND METHOD FOR OPTIMIZER WITH ENHANCED NEURAL ESTIMATION | Non-Final OA | Goldman Sachs & Co. LLC |
| 18176867 | BI-DIRECTIONAL GRADIENT COMPRESSION FOR DISTRIBUTED AND FEDERATED LEARNING | Final Rejection | VMware LLC |
| 18099722 | DETECTING OUT-OF-DISTRIBUTION DATA SAMPLE IN A MACHINE LEARNING OPERATION | Non-Final OA | BlackBerry Limited |
| 18327865 | PASSIVE READOUT | Final Rejection | AUTOBRAINS TECHNOLOGIES LTD |
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