Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2125 2128 2482 2655 4100
This examiner grants 62% of resolved cases
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18394200 | CLASSIFYING CUSTOMER EXPERIENCE SENTIMENT USING MACHINE LEARNING | Non-Final OA | AMERICAN EXPRESS TRAVEL RELATED SERVICES COMPANY, INC. |
| 18168234 | INFORMATION PROCESSING METHOD, APPARATUS, ELECTRONIC DEVICE, STORAGE MEDIUM AND PROGRAM PRODUCT | Non-Final OA | Samsung Electronics Co., Ltd. |
| 17514840 | METHOD AND APPARATUS FOR ANALYZING NEURAL NETWORK PERFORMANCE | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 18605138 | COMBINATION OPTIMIZATION CALCULATION METHOD AND COMBINATION OPTIMIZATION CALCULATION SYSTEM | Non-Final OA | PANASONIC INTELLECTUAL PROPERTY MANAGEMENT CO., LTD. |
| 18430586 | TRAINING NEURAL NETWORKS USING LEARNED OPTIMIZERS | Non-Final OA | Google LLC |
| 17766616 | RE-RANKING RESULTS FROM SEMANTIC NATURAL LANGUAGE PROCESSING MACHINE LEARNING ALGORITHMS FOR IMPLEMENTATION IN VIDEO GAMES | Non-Final OA | GOOGLE LLC |
| 18405960 | Geosteering Copilot Assistant | Non-Final OA | Halliburton Energy Services, Inc. |
| 18398359 | DATA PROCESSING METHOD AND RELATED APPARATUS | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 17511383 | INTEGRATED CIRCUIT AND SENSOR DATA PROCESSING METHOD | Non-Final OA | HUAWEI TECHNOLOGIES CO.,LTD. |
| 17571761 | SMART TEXT PARTITIONING FOR DETECTING SENSITIVE INFORMATION | Final Rejection | Capital One Services, LLC |
| 18289137 | INFORMATION PROCESSING APPARATUS, PREDICTION APPARATUS, MACHINE LEARNING METHOD, AND LEARNING PROGRAM | Non-Final OA | NEC Corporation |
| 18382714 | INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, PROGRAM | Non-Final OA | NEC Corporation |
| 17612310 | MODEL GENERATION DEVICE, PARAMETER CALCULATION DEVICE, MODEL GENERATION METHOD, PARAMETER CALCULATION METHOD, AND RECORDING MEDIUM | Final Rejection | NEC Corporation |
| 18510420 | Clustering Using Natural Language Processing | Non-Final OA | Oracle International Corporation |
| 17854482 | TIME-VARYING FEATURES VIA METADATA | Non-Final OA | Oracle International Corporation |
| 18109538 | METHOD AND SYSTEM FOR PROVIDING VIRTUAL ASSISTANT IN A MEETING | Non-Final OA | JPMorgan Chase Bank, N.A. |
| 18311672 | MODEL DRIFT MANAGEMENT IN A MACHINE LEARNING ENVIRONMENT | Final Rejection | Microsoft Technology Licensing, LLC |
| 17729957 | EXPLORING ENTITIES OF INTEREST OVER MULTIPLE DATA SOURCES USING KNOWLEDGE GRAPHS | Final Rejection | Microsoft Technology Licensing, LLC |
| 18504214 | APPARATUS FOR NON-DETERMINISTIC FUTURE STATE PREDICTION USING TIME SERIES DATA AND OPERATION METHOD THEREOF | Final Rejection | ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
| 17814535 | SYSTEM AND METHOD FOR CONTROLLING LARGE SCALE POWER DISTRIBUTION SYSTEMS USING REINFORCEMENT LEARNING | Final Rejection | Siemens Aktiengesellschaft |
| 17714089 | METHOD FOR BLOCK-LEVEL NN DEPLOYMENT METRIC MODELLING | Final Rejection | NXP B.V. |
| 18623569 | FEDERATED LEARNING | Non-Final OA | Nokia Technologies Oy |
| 17819519 | SYSTEMS AND METHODS FOR A DEEP NEURAL NETWORK WITH COMBINED CROSS-ENTROPY AND FOCAL LOSS FOR COVID-19 DETECTION IN AUDIO SAMPLES | Non-Final OA | ARIZONA BOARD OF REGENTS ON BEHALF OF ARIZONA STATE UNIVERSITY |
| 17499815 | DECENTRALIZED POLICY GRADIENT DESCENT AND ASCENT FOR SAFE MULTI-AGENT REINFORCEMENT LEARNING | Non-Final OA | RENSSELAER POLYTECHNIC INSTITUTE |
| 18440178 | NEURAL NETWORK DATASET SELECTION | Non-Final OA | NVIDIA Corporation |
| 17992232 | PREDICTION OF INDOOR BIOAEROSOL CONCENTRATIONS FROM INDOOR AIR QUALITY SENSOR DATA BY ARTIFICIAL INTELLIGENCE MODELS | Non-Final OA | City University of Hong Kong |
| 18679924 | SYSTEMS AND METHODS FOR PREDICTING CONDITION OF AN ENTITY VIA MACHINE-LEARNING | Non-Final OA | Optum, Inc. |
| 18433331 | METHOD AND SYSTEM FOR WORKFORCE ELASTICITY INDEXING | Non-Final OA | ADP, Inc. |
| 18436346 | METHOD, DEVICE, MEDIUM, AND PROGRAM PRODUCT FOR TRAINING QUESTION-ANSWER SYSTEM | Non-Final OA | Dell Products L.P. |
| 18135342 | DYNAMIC ADJUSTMENT OF REQUEST CONFIGURATIONS | Non-Final OA | Dell Products L.P. |
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