Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 1686 2126 2128 2141
This examiner grants 46% of resolved cases
Em N Trieu is an examiner in Tech Center 2100 and Art Unit 1686. The record contains 74 resolved cases. The allowance rate is 45.9 percent, which represents the probability of a grant. These 74 resolved cases provide a sample for analyzing the examiner's performance. This volume of cases ensures the metrics are based on a broad range of applications.
The interview lift is 14.3 percent, which shows the change in the chance of allowance following an interview. The median days to allowance is 1636, representing the duration for successful prosecution. In Art Unit 1686, these metrics offer a view of the examiner's past behavior.
Practitioners should consider the 14.3 percent interview lift when deciding on a prosecution strategy. The 45.9 percent allowance rate and the 1636 median days to allowance are key for managing expectations. These data points from Tech Center 2100 help in understanding the examination process.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18105723 | SYSTEMS AND METHODS FOR MATRIX OPERATION SELECTOR BASED ON MACHINE LEARNING | Final Rejection | Samsung Electronics Co., Ltd. |
| 18443725 | HYBRID MACHINE LEARNING SYSTEM FOR EFFICIENT OPERATION REVIEW WITH ANOMALY DETECTION, ADAPTIVE CONFIDENCE SCORING, AND MULTI-LAYERED CONTEXTUAL RISK SCORING | Final Rejection | Citibank, N.A. |
| 18009178 | TRANSFER MACHINE LEARNING FOR ATTRIBUTE PREDICTION | Non-Final OA | Google LLC |
| 18501846 | CONTROL OF HYPERPARAMETER TUNING BASED ON MACHINE LEARNING | Final Rejection | Capital One Services, LLC |
| 18573527 | UNSUPERVISED MODEL DRIFT ESTIMATION SYSTEM FOR DATASET SHIFT DETECTION AND MODEL SELECTION | Non-Final OA | Intel Corporation |
| 17073525 | Cognitive Error Recommendation Based on Log Data | Non-Final OA | Oracle International Corporation |
| 18694630 | RULE CREATION APPARATUS, RULE CREATION METHOD, AND RULE CREATION PROGRAM | Non-Final OA | NTT, Inc. |
| 17450670 | ENHANCED MACHINE LEARNING PIPELINES WITH MULTIPLE OBJECTIVES AND TRADEOFFS | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17037816 | ENTITY INFORMATION ENRICHMENT FOR COMPANY DETERMINATIONS | Non-Final OA | International Business Machines Corporation |
| 17873116 | LEARNING DEVICE, LEARNING METHOD, RECORDING MEDIUM HAVING RECORDED THEREON LEARNING PROGRAM, AND CONTROL DEVICE | Non-Final OA | Yokogawa Electric Corporation |
| 18631446 | INTELLIGENCE ACQUISITION VIA CONVERSATIONAL INTERACTIONS AND MICRO-CREDENTIAL COMPETENCY LOGIC | Non-Final OA | BANK OF AMERICA CORPORATION |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
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