Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 1685 2142 2147 2148 2173 2175 2178 4100
This examiner grants 53% of resolved cases
Sherrod L Keaton works in Tech Center 4100 and Art Unit 1685. He has managed 585 resolved cases. The allowance rate pct is 53.3. This 53.3 allowance rate pct provides a measure of the outcomes for applications on his docket. The 585 resolved cases serve as a basis for evaluating prosecution in Art Unit 1685.
The interview lift pct is 35.7. This 35.7 interview lift pct indicates the correlation between conducting an interview and the probability of an allowance. Practitioners can use the 35.7 figure when deciding whether to engage in verbal advocacy with the examiner. This metric is a component of the data for Tech Center 4100.
The median days to allowance is 1587. This 1587 median days to allowance represents the time required for an application to reach a grant. The 1587 figure is a timeline for the prosecution process from filing to resolution. These metrics provide a view of the examiner's history across the 585 resolved cases.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18213624 | MULTIVARIATE TIME SERIES FORECASTER USING DEEP LEARNING | Non-Final OA | THE TORONTO-DOMINION BANK |
| 18644334 | METHOD FOR TRAINING A MACHINE LEARNING MODEL | Non-Final OA | Robert Bosch GmbH |
| 18392089 | System and Method for Multiple Concurrent Interactive Sessions Using Generative Artificial Intelligence | Final Rejection | Google LLC |
| 17865662 | IMAGE PROCESSING APPARATUS, IMAGE PROCESSING METHOD, AND STORAGE MEDIUM | Final Rejection | CANON KABUSHIKI KAISHA |
| 18812341 | METHOD AND APPARATUS FOR EMBEDDING DATA NETWORK GRAPH, COMPUTER DEVICE, AND STORAGE MEDIUM | Non-Final OA | TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED |
| 18496287 | COMMUNICATION NETWORK | Non-Final OA | Nokia Technologies Oy |
| 18211488 | BACKPROPAGATION FOR DISCRETE VARIABLES | Final Rejection | Microsoft Technology Licensing, LLC |
| 17643333 | VISUALIZATION AND EDITING OF MACHINE LEARNING MODELS | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18647650 | LOCAL KNOWLEDGE GRAPHS AND USE THEREOF | Non-Final OA | SAP SE |
| 18211804 | Using Unsupervised Learning For User Specific Anomaly Detection | Final Rejection | Bank of America Corporation |
| 18604680 | SYSTEMS AND METHODS FOR DETERMINING CONDITION OF AN ENTITY VIA MACHINE LEARNING TECHNIQUE | Non-Final OA | Optum, Inc. |
| 18375398 | METHODS AND SYSTEMS FOR PERFORMING CHANNEL EQUALISATION ON A CONVOLUTION LAYER IN A NEURAL NETWORK | Non-Final OA | Imagination Technologies Limited |
| 17532616 | DEVICE FOR GENERATING A MEDICAL KNOWLEDGE MODEL, MEDICAL KNOWLEDGE MODEL SYSTEM FOR THE FORMALIZED APPLICATION OF MEDICAL KNOWLEDGE, PROCESS FOR GENERATING A MEDICAL KNOWLEDGE MODEL, PROCESS FOR THE FORMALIZED APPLICATION OF MEDICAL KNOWLEDGE AND COMPUTER PROGRAM | Final Rejection | Drägerwerk AG & Co. KGaA |
| 18563892 | ANOMALY DETECTION FOR TABULAR DATA WITH INTERNAL CONTRASTIVE LEARNING | Non-Final OA | Ramot at Tel-Aviv University Ltd. |
| 17788128 | ARTIFICIAL INTELLIGENCE SYSTEM, ARTIFICIAL INTELLIGENCE PROGRAM, AND NATURAL LANGUAGE PROCESSING SYSTEM | Non-Final OA | ROBOMIND, INC. |
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