Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2125 2127
This examiner grants 26% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17972302 | MACHINE LEARNING WITH INSTANCE-DEPENDENT LABEL NOISE | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 17436418 | ELECTRONIC DEVICE FOR CONVERTING ARTIFICIAL INTELLIGENCE MODEL AND OPERATING METHOD THEREOF | Final Rejection | Samsung Electronics Co., Ltd. |
| 17481958 | CUSTOMIZATION OF SOFTWARE APPLICATIONS WITH NEURAL NETWORK-BASED FEATURES | Non-Final OA | SONY GROUP CORPORATION |
| 18269499 | INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND COMPUTER PROGRAM | Non-Final OA | NEC Corporation |
| 17443840 | FEDERATED LEARNING IN COMPUTER SYSTEMS | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17353978 | DATA QUALITY ASSESSMENT FOR UNSUPERVISED MACHINE LEARNING | Non-Final OA | International Business Machines Corporation |
| 17307109 | INFERENCE OF MACHINE LEARNING MODELS | Final Rejection | International Business Machines Corporation |
| 17421886 | METHOD, DEVICE AND COMPUTER PROGRAM FOR CREATING A NEURAL NETWORK | Non-Final OA | Robert Bosch GmbH |
| 17191379 | RANDOMIZED METHOD FOR IMPROVING APPROXIMATIONS FOR NONLINEAR SUPPORT VECTOR MACHINES | Non-Final OA | Oracle International Corporation |
| 17231015 | NEURAL NETWORK BASED ANOMALY DETECTION FOR TIME-SERIES DATA | Final Rejection | Salesforce, Inc. |
| 18149441 | MACHINE LEARNING INSIGHTS BASED ON IDENTIFIER DISTRIBUTIONS | Final Rejection | Optum, Inc. |
| 17196807 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING SYSTEM | Final Rejection | TOSHIBA ENERGY SYSTEMS & SOLUTIONS CORPORATION |
| 17797203 | TRAINING MULTI-OBJECTIVE NEURAL NETWORK REINFORCEMENT LEARNING SYSTEMS | Final Rejection | DeepMind Technologies Limited |
| 18259563 | METHOD AND APPARATUS FOR GENERATING TRAINING DATA FOR GRAPH NEURAL NETWORK | Non-Final OA | TSINGHUA UNIVERSITY |
| 17338476 | DYNAMIC WORKFLOW OPTIMIZATION USING MACHINE LEARNING TECHNIQUES | Non-Final OA | Outreach Corporation |
| 17176464 | COMPUTER-IMPLEMENTED METHODS AND SYSTEMS FOR ACHIEVING REAL-TIME DNN EXECUTION ON MOBILE DEVICES WITH PATTERN-BASED WEIGHT PRUNING | Non-Final OA | College of William & Mary |
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