Зображення обкладинки

Learning with the Minimum Description Length Principle

This book introduces readers to the minimum description length (MDL) principle and its applications in learning. The MDL is a fundamental principle for inductive inference, which is used in many applications including statistical modeling, pattern recognition and machine learning. At its core, the M...

Повний опис

Збережено в:

Бібліографічні деталі
Автор:	Yamanishi, Kenji (Автор)
Співавтор:	SpringerLink (Online service)
Формат:	Електронний ресурс eКнига
Мова:	Англійська
Опубліковано:	Singapore : Springer Nature Singapore : Imprint: Springer, 2023.
Редагування:	1st ed. 2023.
Предмети:	Data structures (Computer science). Information theory. Machine learning. Data Structures and Information Theory. Machine Learning.
Онлайн доступ:	https://doi.org/10.1007/978-981-99-1790-7
Теги:	Додати тег Немає тегів, Будьте першим, хто поставить тег для цього запису!

Схожі ресурси

Advances in Computing and Data Sciences 7th International Conference, ICACDS 2023, Kolkata, India, April 27–28, 2023, Revised Selected Papers /
Опубліковано: (2023)

Advances in Computing and Data Sciences 8th International Conference, ICACDS 2024, Vélizy, France, May 9–10, 2024, Revised Selected Papers /
Опубліковано: (2025)

Information-Driven Machine Learning Data Science as an Engineering Discipline /
за авторством: Friedland, Gerald
Опубліковано: (2024)

Handbook of Trustworthy Federated Learning
Опубліковано: (2025)

Information Theory and Related Fields Festschrift in Memory of Ning Cai /
Опубліковано: (2025)

Machine Learning, Optimization, and Data Science 8th International Conference, LOD 2022, Certosa di Pontignano, Italy, September 18–22, 2022, Revised Selected Papers, Part I /
Опубліковано: (2023)

Machine Learning Safety
за авторством: Huang, Xiaowei, та інші
Опубліковано: (2023)

Principles of Machine Learning The Three Perspectives /
за авторством: Wang, Wenmin
Опубліковано: (2025)

Accelerating Discoveries in Data Science and Artificial Intelligence II ICDSAI 2023, LIET Vizianagaram, India, April 24–25 /
Опубліковано: (2024)

Database Systems for Advanced Applications 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part III /
Опубліковано: (2023)

Data science and machine learning in R /
за авторством: Thareja, Reema
Опубліковано: (2021)

Data science and machine learning in R /
за авторством: Thareja, Reema
Опубліковано: (2021)

Data science and machine learning in R /
за авторством: Thareja, Reema
Опубліковано: (2021)

Practical Machine Learning Illustrated with KNIME
за авторством: Geng, Yu, та інші
Опубліковано: (2024)

From Unimodal to Multimodal Machine Learning An Overview /
за авторством: Škrlj, Blaž
Опубліковано: (2024)

Information Security and Cryptology – ICISC 2023 26th International Conference on Information Security and Cryptology, ICISC 2023, Seoul, South Korea, November 29 – December 1, 2023, Revised Selected Papers, Part I /
Опубліковано: (2024)

Information Security and Cryptology – ICISC 2024 27th International Conference, Seoul, South Korea, November 20–22, 2024, Revised Selected Papers /
Опубліковано: (2025)

Information Security and Cryptology – ICISC 2023 26th International Conference on Information Security and Cryptology, ICISC 2023, Seoul, South Korea, November 29 – December 1, 2023, Revised Selected Papers, Part II /
Опубліковано: (2024)

Machine learning :
за авторством: Murphy, Kevin P.
Опубліковано: (2012)

Machine learning
за авторством: Murphy, Kevin P
Опубліковано: (2012)

High Performance Computing in Clouds Moving HPC Applications to a Scalable and Cost-Effective Environment /
Опубліковано: (2023)

ICT for Engineering & Critical Infrastructures Proceedings of the 3rd American University in the Emirates International Research Conference, AUEIRC'20—Dubai, UAE 2020 /
Опубліковано: (2024)

Product Lifecycle Management. PLM in Transition Times: The Place of Humans and Transformative Technologies 19th IFIP WG 5.1 International Conference, PLM 2022, Grenoble, France, July 10–13, 2022, Revised Selected Papers /
Опубліковано: (2023)

Product Lifecycle Management. Leveraging AI, Digital Twins, and Smart Technologies 21st IFIP WG 5.1 International Conference, PLM 2024, Bangkok, Thailand, July 7–10, 2024, Revised Selected Papers Part II /
Опубліковано: (2025)

Product Lifecycle Management. Integrating Digital Technologies for Sustainability and Innovation 21st IFIP WG 5.1 International Conference, PLM 2024, Bangkok, Thailand, July 7–10, 2024, Revised Selected Papers, Part I /
Опубліковано: (2025)

Product Lifecycle Management. Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation 20th IFIP WG 5.1 International Conference, PLM 2023, Montreal, QC, Canada, July 9–12, 2023, Revised Selected Papers, Part I /
Опубліковано: (2024)

Product Lifecycle Management. Leveraging Digital Twins, Circular Economy, and Knowledge Management for Sustainable Innovation 20th IFIP WG 5.1 International Conference, PLM 2023, Montreal, QC, Canada, July 9–12, 2023, Revised Selected Papers, Part II /
Опубліковано: (2024)

Cyber Security, Cryptology, and Machine Learning 7th International Symposium, CSCML 2023, Be'er Sheva, Israel, June 29–30, 2023, Proceedings /
Опубліковано: (2023)

Cyber Security, Cryptology, and Machine Learning 8th International Symposium, CSCML 2024, Be'er Sheva, Israel, December 19–20, 2024, Proceedings /
Опубліковано: (2025)

Machine Learning Methods
за авторством: Li, Hang
Опубліковано: (2024)

Probability and Statistics for Machine Learning A Textbook /
за авторством: Aggarwal, Charu C.
Опубліковано: (2024)

Streaming Linked Data From Vision to Practice /
за авторством: Tommasini, Riccardo, та інші
Опубліковано: (2023)

Emerging Trends in Artificial Intelligence, Data Science and Signal Processing First International Conference, AIDSP 2023, Kanpur, India, October 20–21, 2023, Proceedings, Part I /
Опубліковано: (2025)

Emerging Trends in Artificial Intelligence, Data Science and Signal Processing First International Conference, AIDSP 2023, Kanpur, India, October 20–21, 2023, Proceedings, Part II /
Опубліковано: (2025)

Advances in Social Networks Analysis and Mining Proceedings of the 16th International Conference on Advances in Social Networks Analysis and Mining - ASONAM 2024 Volume 2 /
Опубліковано: (2025)

Trustworthy Machine Learning for Healthcare First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings /
Опубліковано: (2023)

Visualization and Imputation of Missing Values With Applications in R /
за авторством: Templ, Matthias
Опубліковано: (2023)

Principles of Data Mining /
за авторством: Haikie, H D
Опубліковано: (2001)

Principles of Data Mining
за авторством: Haikie, H D
Опубліковано: (2001)

Advanced Methods in Statistics, Data Science and Related Applications SIS 2022, Caserta, Italy, June 22–24 /
Опубліковано: (2024)