PATLY.AIWhere it is examined
Topic
Training machine learning Steady
789 applications whose title mentions it. Its share of new filings over the last two years is 38% above the four years before.
Allowance rate
85%
+10 pts vs the USPTO 488 decided
Months to first action
24.9 mo
+6.3 vs the USPTO
Applications
789.0
in the record
Allowed
417.0
71 abandoned
Filings by year
How often the topic was filed
The most recent years are still filling in.
Examiners
Who examines it, and how it fares with each
Bars show the share of decided applications that were allowed.
Who files it
Companies and institutions
Bars show the share of decided applications that were allowed.
Who represents them
Law firms and agents
Bars show the share of decided applications that were allowed.
Applications
Recent applications on this topic
| Application | Title | Filed | Status | Rejections | RCEs | To 1st action |
|---|---|---|---|---|---|---|
| 19881667 | METHOD OF TRAINING A MACHINE LEARNING SYSTEM OF A HEARING DEVICE, AND A HEARING DEV… | 2026-10-02 | Pending | 0 | 0 | n/a |
| 19628146 | METHOD AND APPARATUS FOR COLLECTING TRAINING DATA FOR BEAM MANAGEMENT BASED ON ARTI… | 2026-09-25 | Pending | 0 | 0 | n/a |
| 19626021 | COLOR CONVERSION DEVICE, COLOR CONVERSION METHOD, PROGRAM, TRAINING DEVICE, IMAGE D… | 2026-09-21 | Pending | 0 | 0 | n/a |
| 15364442 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15736392 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15431060 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15663411 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15651597 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15707459 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15894809 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |