G06N 3/0985
Hyperparameter optimisation
Official title: Hyperparameter optimisation; Meta-learning; Learning-to-learn
G06N3/0985 (Hyperparameter optimisation) appears on 1,716 US grants and 3,119 published applications in this corpus.
Search patents in G06N- Granted patents
- 1,716
- Published applications
- 3,119
- Assignees
- 952
- Inventors
- 7,643
- Latest grant
- 6 Oct 2026
Filings by year
| Year | Granted patents | Published applications |
|---|---|---|
| 1994 | 1 | 0 |
| 1995 | 1 | 0 |
| 1996 | 0 | 0 |
| 1997 | 1 | 0 |
| 1998 | 1 | 0 |
| 1999 | 0 | 0 |
| 2000 | 0 | 0 |
| 2001 | 1 | 0 |
| 2002 | 0 | 0 |
| 2003 | 1 | 0 |
| 2004 | 0 | 1 |
| 2005 | 0 | 0 |
| 2006 | 0 | 2 |
| 2007 | 0 | 1 |
| 2008 | 0 | 1 |
| 2009 | 1 | 1 |
| 2010 | 1 | 1 |
| 2011 | 0 | 1 |
| 2012 | 2 | 1 |
| 2013 | 1 | 6 |
| 2014 | 3 | 4 |
| 2015 | 4 | 15 |
| 2016 | 6 | 10 |
| 2017 | 7 | 23 |
| 2018 | 11 | 65 |
| 2019 | 50 | 161 |
| 2020 | 88 | 367 |
| 2021 | 165 | 508 |
| 2022 | 256 | 567 |
| 2023 | 347 | 450 |
| 2024 | 313 | 343 |
| 2025 | 295 | 299 |
| 2026 | 160 | 292 |
By publication year. Applications have been published since 2001. 2026 runs to 8 Oct.
Recent patents
- System and method for network transaction facilitator support within a website building system6 Oct 2026US 12,754,967 B2Wix com Ltd
- Hyperparameter selection29 Sep 2026US 12,749,006 B1Dressler Consulting LLC
- Automated model hyperparameter determination and serving29 Sep 2026US 12,749,008 B1Workday, Inc.
- Artificial neural network model training method, frequency uniform multi-beam generation method, and computer readable storage medium storing instructions to perform artificial neural network model training method and frequency uniform multi-beam generation method15 Sep 2026US 12,737,634 B2Agency for Defense Development
- Controllable dynamic multi-task architectures15 Sep 2026US 12,737,640 B2NEC Corporation
- Developing software for calibrating a neural network to output near real-time predictions of clinical trial study enrollment8 Oct 2026US 2026/0311823 A1
- Systems, methods, kits, and apparatuses for generative artificial intelligence, graphical neural networks, transformer models, and converging technology stacks in value chain networks1 Oct 2026US 2026/0300681 A1
- A method for a flexible and adaptable end-to-end communication using a two-sided machine learning model1 Oct 2026US 2026/0300754 A1Lenovo (Singapore) Pte. Ltd.
- Intelligent Matchmaking System for Dynamic Social Networking1 Oct 2026US 2026/0300939 A1
- Deep neural network based method for electromagnetic source image reconstruction1 Oct 2026US 2026/0301128 A1
Most cited
By later US patents
- Intelligent control with hierarchical stacked neural networks273US 9,015,093 B12015
- Perceptive system including a neural network145US 5,835,901 AMartin Marietta Corporation · 1998
- Classifying data with deep learning neural records incrementally refined through expert input139US 9,324,022 B2Signal/Sense, Inc. · 2016
- Development environment for machine learning media models136US 10,719,301 B1Amazon Technologies, Inc. · 2020
- Intelligent control with hierarchical stacked neural networks113US 9,875,440 B12018