Listed by the USPTO as BALDWIN, RANDALL KERN
Tech Center 2100 • Art Units: 2125 2128 2147
This examiner grants 80% of resolved cases
BALDWIN, RANDALL KERN is assigned to Tech Center 2100 and Art Unit 2125, with 250 resolved cases. The allowance rate is 80.0%, and the median time to allowance is 1245 days. The record shows a high allowance rate, although the median prosecution period remains extended.
The interview lift is 27.2%, indicating a possible benefit from interviews without making them the sole prosecution strategy. The listed companies are NEC Corporation, Intel Corporation, and NVIDIA Corporation. The leading firms are Sheppard, Mullin, Richter & Hampton LLP and Trenam Law (UCF Matters). Practitioners can use the profile to combine strong allowance expectations with deliberate timeline management for technology portfolios.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17349645 | SYSTEM AND METHOD FOR PREPENDING ROBUSTIFIER FOR PRE-TRAINED MODELS AGAINST ADVERSARIAL ATTACKS | Non-Final OA | Robert Bosch GmbH |
| 18420200 | KNOWLEDGE GRAPH REASONING SYSTEMS USING SELF-SUPERVISED REINFORCEMENT LEARNING AND METHODS THEREOF | Non-Final OA | Google LLC |
| 18684943 | COMPUTING DEVICE, NEURAL NETWORK SYSTEM, NEURON MODEL DEVICE, COMPUTATION METHOD, AND TRAINED MODEL GENERATION METHOD | Non-Final OA | NEC Corporation |
| 18287546 | LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM | Non-Final OA | NEC Corporation |
| 18392502 | METHOD, APPARATUS, AND SYSTEM FOR GENERATING NEURAL NETWORK MODEL, DEVICE, MEDIUM, AND PROGRAM PRODUCT | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18646021 | TOOL FOR FACILITATING EFFICIENCY IN MACHINE LEARNING | Non-Final OA | Intel Corporation |
| 18252231 | DYNAMIC CONDITIONAL POOLING FOR NEURAL NETWORK PROCESSING | Final Rejection | Intel Corporation |
| 16945753 | ONLINE TASK INFERENCE FOR COMPOSITIONAL TASKS WITH CONTEXT ADAPTATION | Final Rejection | NVIDIA CORPORATION |
| 16682967 | SYNTHESIZING DATA FOR TRAINING ONE OR MORE NEURAL NETWORKS | Final Rejection | Nvidia Corporation |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy80.0% of resolved applications examined by Randall Kern Baldwin were allowed (250 resolved cases), compared with 56.9% across Art Unit 2125 over the last five years.
This examiner's interview lift is +27.2 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Randall Kern Baldwin took 1,245 days on average from filing to allowance.
Randall Kern Baldwin examines applications in Art Unit 2125 in Tech Center 2100 (Computing & Software).
