Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2121 2147 3628 4100
This examiner grants 50% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18067410 | SYSTEM AND METHOD WITH SEQUENCE MODELING OF SENSOR DATA FOR MANUFACTURING | Final Rejection | Robert Bosch GmbH |
| 18169011 | PRIVACY PRESERVING TRANSFER LEARNING | Final Rejection | Google LLC |
| 17564002 | GENERATING SYNTHETIC TRAINING DATA FOR PERCEPTION MACHINE LEARNING MODELS USING DATA GENERATORS | Final Rejection | VOLKSWAGEN AKTIENGESELLSCHAFT |
| 19412835 | COMPOUND AI SYSTEM FOR AUTOMATED SECURITY ALERT INVESTIGATION UTILIZING MULTI-MODEL EVIDENCE COLLECTION AND WEAK SUPERVISION FOR ENHANCED THREAT DETECTION AND RESPONSE | Final Rejection | Embed Security, Inc. |
| 18178684 | ACTIVATION FUNCTION FOR HOMOMORPHICALLY-ENCRYPTED NEURAL NETWORKS | Final Rejection | Intel Corporation |
| 18266876 | DESIGN SPACE REDUCTION APPARATUS, CONTROL METHOD, AND COMPUTER-READABLE STORAGE MEDIUM | Non-Final OA | NEC Corporation |
| 18201999 | PREDICTION MODEL GENERATION APPARATUS, PREDICTION APPARATUS, PREDICTION MODEL GENERATION METHOD, PREDICTION METHOD, AND PROGRAM | Non-Final OA | NEC Corporation |
| 17589552 | AUTOMATICALLY DETERMINING USER INTENT BY SEQUENCE CLASSIFICATION BASED ON NON-TIME-SERIES-BASED MACHINE LEARNING | Final Rejection | Walmart Apollo, LLC |
| 18184700 | ARTIFICIAL INTELLIGENCE-BASED GAMIFICATION FOR SERVICE BACKGROUND | Final Rejection | Siemens Healthineers AG |
| 18542344 | CLUSTER-BASED FEW-SHOT SAMPLING TO SUPPORT DATA PROCESSING AND INFERENCES IN IMPERFECT LABELED DATA ENVIRONMENTS | Non-Final OA | Oracle International Corporation |
| 18020907 | Systems and Methods for Crowdsourced Machine Learning | Final Rejection | The Board of Trustees of the Leland Stanford Junior University |
| 18510407 | Producing a Reduced-Size Model by Explanation Tuning | Non-Final OA | Microsoft Technology Licensing, LLC |
| 17566375 | TRANSFORMER-BASED AUTOREGRESSIVE LANGUAGE MODEL SELECTION | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18560610 | COMPUTER-IMPLEMENTED METHOD FOR UPDATING A MODEL PARAMETER FOR A MODEL | Non-Final OA | Siemens Aktiengesellschaft |
| 18013894 | PROVIDING AN ALARM RELATING TO ANOMALY SCORES ASSIGNED TO INPUT DATA METHOD AND SYSTEM | Final Rejection | SIEMENS AKTIENGESELLSCHAFT |
| 18214340 | MACHINE LEARNING TIME-SERIES DATA RECONSTRUCTION | Final Rejection | ServiceNow, Inc. |
| 18497929 | QUANTUM COMPUTING SYSTEM MODEL TRAINING | Non-Final OA | Fujitsu Limited |
| 18536274 | MULTI-DIMENSIONAL RISK OPTIMIZATION OF PREDICTIVE MODELS | Non-Final OA | International Business Machines Corporation |
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