Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2143 2148
This examiner grants 41% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17582873 | ELECTRONIC DEVICE FOR PERFORMING FEDERATED LEARNING USING HARDWARE SECURE ARCHITECTURE AND FEDERATED LEARNING METHOD USING THE SAME | Non-Final OA | Samsung Electronics Co., Ltd. |
| 17942992 | INFORMATION PROCESSING APPARATUS FOR GENERATING MACHINE LEARNING MODEL BY COUPLING ONE FEATURE EXTRACTOR TO A PLURALITY OF PREDICTORS, TRAINING MODEL, AND EXTRACTING FEATURE EXTRACTOR WITHOUT PREDICTORS AS TRAINED MODEL OPERABLE FOR INFERENCE, AND METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM HAVING PROGRAM STORED THEREON FOR SAME | Final Rejection | KABUSHIKI KAISHA TOSHIBA |
| 17996533 | ERROR-SECURED INFERENCE CALCULATION FOR NEURAL NETWORKS | Final Rejection | ROBERT BOSCH GMBH |
| 17910756 | CROSS-EXAMPLE SOFTMAX AND/OR CROSS-EXAMPLE NEGATIVE MINING | Final Rejection | GOOGLE LLC |
| 17162970 | METHODS AND APPARATUS FOR RETRIEVING RELEVANT INFORMATION FROM AN UNSTRUCTURED KNOWLEDGE BASE | Non-Final OA | Walmart Apollo, LLC |
| 18524614 | LEVERAGING GRAPH NEURAL NETWORKS, COMMUNITY DETECTION, AND TREE-BASED MODELS FOR TRANSACTION CLASSIFICATIONS | Non-Final OA | PayPal, Inc. |
| 17949710 | NEURAL GRAPHICAL MODELS FOR GENERIC DATA TYPES | Final Rejection | Microsoft Technology Licensing, LLC |
| 17530068 | BOTCASTS - AI BASED PERSONALIZED PODCASTS | Non-Final OA | MICROSOFT TECHNOLOGY LICENSING, LLC |
| 18052092 | System and Method for Training of neural Network Model for Control of High Dimensional Physical Systems | Non-Final OA | Mitsubishi Electric Research Laboratories, Inc. |
| 18477359 | TRAINING AND TUNING OF LARGE LANGUAGE MODELS FOR GENERATING DOMAIN-SPECIFIC PREDICTIONS | Non-Final OA | Optum, Inc. |
| 18069771 | MACHINE LEARNING TECHNIQUES FOR CROSS-DOMAIN TEXT CLASSIFICATION | Final Rejection | Optum, Inc. |
| 18603381 | MULTI-DIMENSIONAL PARTNERSHIP OPTIMIZATION AND STRATEGIC RELATIONSHIP ALIGNMENT | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
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