Description
- Print length: 456 pages
- Language: English
- Publisher: MIT Press
- Publication date: 16 January 2015
- Reading age: 18 years and up
- Dimensions: 26.16 x 21.08 x 2.54 cm
- ISBN-10: 0262028379
- ISBN-13: 978-0262028370
Availability: In Stock
ADVANCED STRUCTURED PREDICTION (Neural Information Processing series)
SKU: 9780262028370
Original price was: ₹5,785.00.₹5,206.50Current price is: ₹5,206.50.
Explore the cutting edge of machine learning with ‘ADVANCED STRUCTURED PREDICTION.’ This essential volume from The Bookish Owl delves into predictive models for interrelated and dependent outputs, crucial for fields like computer vision, natural language processing, and computational biology. Discover how researchers are tackling complex prediction tasks, from image segmentation to sentence generation, by incorporating prior knowledge and constraints. Learn about recent advancements in designing efficient models and approximate inference procedures. This book offers an accessible overview of groundbreaking research, covering linear programming relaxation, probabilistic modeling innovations, theoretical progress, and resource-aware learning, making it indispensable for researchers and practitioners seeking to advance the capabilities of artificial intelligence.
5 in stock
