Listed by the USPTO as TSAI, JAMES T
Tech Center 4100 • Art Units: 1754 2124 2147 2174 2177 4100
This examiner grants 64% of resolved cases
TSAI, JAMES T is a USPTO patent examiner in Tech Center 4100 and art unit 1754. The examiner has 315 resolved cases, an allowance rate of 63.5%, and a median of 1201 days to allowance. The interview lift is 56.9%, indicating a strong positive association between interviews and allowance outcomes in the record.
The listed companies are Intel Corporation, Google LLC, and International Business Machines Corporation. The listed firms are ARENTFOX SCHIFF LLP - New York, NELSON MULLINS RILEY & SCARBOROUGH LLP, and Astute IP Law Group. The interview result makes preparation for examiner discussions especially relevant, while the allowance rate and median timing support a measured, sustained prosecution plan.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18110323 | Devices, Methods, and Graphical User Interfaces for Accessing System Functions of Computer Systems While Displaying Three-Dimensional Environments | Final Rejection | Apple Inc. |
| 18561104 | Preventing The Distribution Of Forbidden Network Content With Robustified Detection | Final Rejection | Google LLC |
| 18465705 | Domain-Based Machine-Learned Classifiers | Final Rejection | Google LLC |
| 18421231 | SYSTEMS AND METHODS FOR PERSONALIZED FEDERATED LEARNING UNDER BITWIDTH FOR CLIENT RESOURCE AND DATA HETEROGENEITY | Non-Final OA | Toyota Motor Engineering & Manufacturing North America, Inc. |
| 18404069 | INTELLIGENT MODEL TRAINING METHOD AND APPARATUS | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18606802 | NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING EXPLANATION PROGRAM, APPARATUS, AND METHOD | Non-Final OA | FUJITSU LIMITED |
| 18571616 | APPARATUS, METHOD, DEVICE AND MEDIUM FOR LOSS BALANCING IN MULTI-TASK LEARNING | Non-Final OA | Intel Corporation |
| 17558744 | MECHANISM FOR POISON DETECTION IN A FEDERATED LEARNING SYSTEM | Final Rejection | Intel Corporation |
| 18358571 | BLOCK-WISE PRUNING OF WEIGHTS IN DEEP NEURAL NETWORK | Non-Final OA | Altera Corporation |
| 18769891 | MOVING APPLICATIONS ON MULTI-SCREEN COMPUTING DEVICE | Final Rejection | Microsoft Technology Licensing, LLC |
| 18497284 | GENERATING A TRANSFORMED DATASET BY QUANTUM TRANSFORMATION OF AN ORIGINAL DATASET AND A QUANTUM FEATURE MAP | Final Rejection | International Business Machines Corporation |
| 18404280 | MODIFYING NEURAL NETWORKS | Non-Final OA | NVIDIA Corporation |
| 18731776 | CONTROL OF SELECTIVE CATALYTIC REDUCTION USING MACHINE LEARNING | Non-Final OA | GE Infrastructure Technology LLC |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy63.5% of resolved applications examined by James T Tsai were allowed (315 resolved cases), compared with 37.7% across Art Unit 1754 over the last five years.
This examiner's interview lift is +56.9 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by James T Tsai took 1,201 days on average from filing to allowance.
James T Tsai examines applications in Art Unit 1754 in Tech Center 4100.
