Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2124 2128 2165
This examiner grants 64% of resolved cases
Yao D. Huang is an examiner in Tech Center 2100 and Art Unit 2124. The examiner has 136 resolved cases. This history of resolutions provides a good basis for understanding the examiner's approach and the likely outcomes for patent applications.
The allowance rate for this examiner is 64.0 percent. The interview lift is 33.6 percent. This lift indicates that interviews are a beneficial strategy, providing a significant increase in the probability of allowance over the 64.0 percent baseline. Practitioners should consider the 33.6 percent lift as a strong reason to engage in direct communication with the examiner.
The median days to allowance is 1481. This figure represents the middle of the timeline for successful applications. Applicants should plan for a prosecution period of 1481 days. By utilizing the 33.6 percent interview lift, practitioners can more effectively navigate the 64.0 percent allowance rate to reach a grant within the 1481-day median timeframe.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17571870 | APPARATUS AND METHOD WITH NEURAL PROCESSING | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 18017598 | CONFIGURATION CONSIDERATIONS FOR CHANNEL STATE INFORMATION | Final Rejection | QUALCOMM Incorporated |
| 17703569 | INFORMATION PROCESSING APPARATUS, NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM, AND INFORMATION PROCESSING METHOD | Final Rejection | Mitsubishi Electric Corporation |
| 17563812 | TRAINING A MACHINE LEARNING-BASED MODEL FOR ACTION RECOGNITION | Non-Final OA | Sony Group Corporation |
| 18623785 | TRAINING ML MODELS VIA REINFORCEMENT LEARNING FROM HUMAN FEEDBACK (RLHF) USING EMOTION DETECTION | Non-Final OA | Sony Interactive Entertainment Inc. |
| 18197224 | OBJECTIVE FUNCTION OPTIMIZATION IN TARGET BASED HYPERPARAMETER TUNING | Non-Final OA | Oracle International Corporation |
| 18421688 | SINGULARLY ADAPTIVE DIGITAL CONTENT GENERATION | Non-Final OA | INTUIT INC. |
| 18617074 | NEURAL NETWORKS FOR COLLISION DETECTION | Non-Final OA | Allstate Insurance Company |
| 18754726 | DISTRIBUTIONAL REINFORCEMENT LEARNING | Final Rejection | DeepMind Technologies Limited |
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