PATLY.AIWhere it is examined
Topic
Machine learning Steady
19,749 applications whose title mentions it. Its share of new filings over the last two years is 10% above the four years before.
Allowance rate
84%
+9 pts vs the USPTO 14,272 decided
Months to first action
22.6 mo
+4.0 vs the USPTO
Applications
19,749.0
in the record
Allowed
11,989.0
2,283 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 |
|---|---|---|---|---|---|---|
| 19628146 | METHOD AND APPARATUS FOR COLLECTING TRAINING DATA FOR BEAM MANAGEMENT BASED ON ARTI… | 2026-09-25 | Pending | 0 | 0 | n/a |
| 19627565 | MACHINE LEARNING MODELS TO GENERATE RULE SETS TO DISCRIMINATE SEQUENCE DATA | 2026-09-24 | Pending | 0 | 0 | n/a |
| 19627402 | IDENTIFICATION OF A MACHINE LEARNING MODEL IN A CELLULAR COMMUNICATION NETWORK | 2026-09-24 | Pending | 0 | 0 | n/a |
| 15865083 | Method and apparatus for adaptive signal processing | 2012-01-10 | Allowed | 1 | 0 | 12.0 mo |
| 15528348 | Composition and method for controlled release | 2015-02-11 | Abandoned | 4 | 1 | 23.0 mo |
| 15206675 | Distributed ledger transaction verification | 2018-03-12 | Allowed | 3 | 0 | 20.0 mo |
| 15354282 | Thermal management of battery assemblies | 2021-04-13 | Pending | 2 | 1 | 17.0 mo |
| 15538090 | Machine learning model for anomaly detection | 2012-05-14 | Allowed | 1 | 0 | 14.0 mo |
| 15538708 | Wireless power transfer coil arrangement | 2015-06-15 | Abandoned | 4 | 1 | 25.0 mo |
| 15201189 | Catalyst for selective hydrogenation | 2018-07-16 | Allowed | 3 | 0 | 22.0 mo |