Principles of Machine Learning The Three Perspectives /
Conducting an in-depth analysis of machine learning, this book proposes three perspectives for studying machine learning: the learning frameworks, learning paradigms, and learning tasks. With this categorization, the learning frameworks reside within the theoretical perspective, the learning paradig...
Saved in:
| Main Author: | Wang, Wenmin (Author) |
|---|---|
| Corporate Author: | SpringerLink (Online service) |
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2025.
|
| Edition: | 1st ed. 2025. |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/978-981-97-5333-8 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Machine Learning Methods
by: Li, Hang
Published: (2024)
by: Li, Hang
Published: (2024)
Probability and Statistics for Machine Learning A Textbook /
by: Aggarwal, Charu C.
Published: (2024)
by: Aggarwal, Charu C.
Published: (2024)
Trustworthy Machine Learning for Healthcare First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings /
Published: (2023)
Published: (2023)
Machine Learning for Real World Applications
Published: (2024)
Published: (2024)
Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
Published: (2024)
Published: (2024)
Artificial Intelligence in Pancreatic Disease Detection and Diagnosis, and Personalized Incremental Learning in Medicine First International Workshop, AIPAD 2024 and First International Workshop, PILM 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 10, 2024, Proceedings /
Published: (2025)
Published: (2025)
Practical Machine Learning Illustrated with KNIME
by: Geng, Yu, et al.
Published: (2024)
by: Geng, Yu, et al.
Published: (2024)
From Unimodal to Multimodal Machine Learning An Overview /
by: Škrlj, Blaž
Published: (2024)
by: Škrlj, Blaž
Published: (2024)
Advanced Techniques in Optimization for Machine Learning and Imaging
Published: (2024)
Published: (2024)
Machine Learning Safety
by: Huang, Xiaowei, et al.
Published: (2023)
by: Huang, Xiaowei, et al.
Published: (2023)
Advances in Neural Data Science Data Research Camp 2022, Venice, Italy, July 12–15 /
Published: (2025)
Published: (2025)
Decision Sciences Second Decision Science Alliance International Summer Conference, DSA ISC 2024, Valencia, Spain, June 6–7, 2024, Proceedings, Part I /
Published: (2025)
Published: (2025)
Decision Sciences Second Decision Science Alliance International Summer Conference, DSA ISC 2024, Valencia, Spain, June 6–7, 2024, Proceedings, Part II /
Published: (2025)
Published: (2025)
Database Systems for Advanced Applications 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part II /
Published: (2023)
Published: (2023)
Database Systems for Advanced Applications 28th International Conference, DASFAA 2023, Tianjin, China, April 17–20, 2023, Proceedings, Part IV /
Published: (2023)
Published: (2023)
Machine Learning and Optimization for Engineering Design
Published: (2023)
Published: (2023)
Machine Learning /
by: Dutt Saikat
by: Dutt Saikat
Machine Learning /
by: Dutt Saikat
by: Dutt Saikat
Machine Learning /
by: Dutt Saikat
by: Dutt Saikat
Representation in Machine Learning
by: Murty, M. N., et al.
Published: (2023)
by: Murty, M. N., et al.
Published: (2023)
Mean Field Guided Machine Learning
by: Kang, Yuhan, et al.
Published: (2025)
by: Kang, Yuhan, et al.
Published: (2025)
Reinforcement Learning Theory and Python Implementation /
by: Xiao, Zhiqing
Published: (2024)
by: Xiao, Zhiqing
Published: (2024)
Applications of Machine Learning in Hydroclimatology
by: Srivastav, Roshan, et al.
Published: (2025)
by: Srivastav, Roshan, et al.
Published: (2025)
Metaheuristics for Machine Learning New Advances and Tools /
Published: (2023)
Published: (2023)
Generative Machine Learning Models in Medical Image Computing
Published: (2025)
Published: (2025)
Application of Machine Learning Models in Agricultural and Meteorological Sciences
by: Ehteram, Mohammad, et al.
Published: (2023)
by: Ehteram, Mohammad, et al.
Published: (2023)
Robust Machine Learning Distributed Methods for Safe AI /
by: Guerraoui, Rachid, et al.
Published: (2024)
by: Guerraoui, Rachid, et al.
Published: (2024)
Machine Learning Contests: A Guidebook
by: He, Wang, et al.
Published: (2023)
by: He, Wang, et al.
Published: (2023)
Machine learning with noisy labels : definitions, theory, techniques and solutions /
by: Carneiro, Gustavo
Published: (2024)
by: Carneiro, Gustavo
Published: (2024)
Machine Learning for Drone-Enabled IoT Networks Opportunities, Developments, and Trends /
Published: (2025)
Published: (2025)
Machine learning in action /
by: Harrington , Peter
Published: (2016)
by: Harrington , Peter
Published: (2016)
Machine Learning in Action
by: Harrington, Peter
Published: (2012)
by: Harrington, Peter
Published: (2012)
Machine learning in action /
by: Harrington , Peter
Published: (2016)
by: Harrington , Peter
Published: (2016)
Machine Learning in Action
by: Harrington, Peter
Published: (2012)
by: Harrington, Peter
Published: (2012)
Machine learning in action /
by: Harrington , Peter
Published: (2016)
by: Harrington , Peter
Published: (2016)
Machine Learning in Action
by: Harrington, Peter
Published: (2012)
by: Harrington, Peter
Published: (2012)
Specialty Crops for Climate Change Adaptation Strategies for Enhanced Food Security by Using Machine Learning and Artificial Intelligence /
by: Vuppalapati, Chandrasekar
Published: (2023)
by: Vuppalapati, Chandrasekar
Published: (2023)
Fundamentals of Reinforcement Learning
by: Ris-Ala, Rafael
Published: (2023)
by: Ris-Ala, Rafael
Published: (2023)
Machine Learning Applications in Renewable Energy
by: Manohar, Namrata, et al.
Published: (2025)
by: Manohar, Namrata, et al.
Published: (2025)
Online Machine Learning A Practical Guide with Examples in Python /
Published: (2024)
Published: (2024)
Similar Items
-
Machine Learning Methods
by: Li, Hang
Published: (2024) -
Probability and Statistics for Machine Learning A Textbook /
by: Aggarwal, Charu C.
Published: (2024) -
Trustworthy Machine Learning for Healthcare First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings /
Published: (2023) -
Machine Learning for Real World Applications
Published: (2024) -
Advanced Machine Learning with Evolutionary and Metaheuristic Techniques
Published: (2024)