Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Change of Representation and Inductive Bias

Change of Representation and Inductive Bias

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9780792390558
Condition
New
Product Description

Change of Representation and Inductive Bias One of the most important emerging concerns of machine learning researchers is the dependence of their learning programs on the underlying representations, especially on the languages used to describe hypotheses. The effectiveness of learning algorithms is very sensitive to this choice of language; choosing too large a language permits too many possible hypotheses for a program to consider, precluding effective learning, but choosing too small a language can prohibit a program from being able to find acceptable hypotheses. This dependence is not just a pitfall, however; it is also an opportunity. The work of Saul Amarel over the past two decades has demonstrated the effectiveness of representational shift as a problem-solving technique. An increasing number of machine learning researchers are building programs that learn to alter their language to improve their effectiveness. At the Fourth Machine Learning Workshop held in June, 1987, at the University of California at Irvine, it became clear that the both the machine learning community and the number of topics it addresses had grown so large that the representation issue could not be discussed in sufficient depth. A number of attendees were particularly interested in the related topics of constructive induction, problem reformulation, representation selection, and multiple levels of abstraction. Rob Holte, Larry Rendell, and I decided to hold a workshop in 1988 to discuss these topics. To keep this workshop small, we decided that participation be by invitation only.

Available Colors
Available Sizes
1 Offer Price Range: $169.00 - $169.00
BEST PRICE

Single Product Purchase

$169.00
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$169.00 $169.00

$169.00
See Site In stock Visit Store

Similar Products

Receptor Signal Transduction Protocols

$74.99

Constructional and Cognitive Explorations of Contrastive Linguistics

$139.99

Animals in Traditional Folk Medicine

$169.99

Theorie der Steinschen Rume

$54.99

Telemedicine

$84.99

Nature, Artforms, and the World Around Us

$119.99

Heat Transfer in Fluidized Beds

$109.99

Surface Phenomena and Fine Particles in Water-Based Coatings and Printing Technology

$99.00

Advanced Computing Strategies for Engineering

$54.99

CONAT 2024 International Congress of Automotive and Transport Engineering

$219.99

Tabloid Journalism and Press Freedom in Africa

$84.99

Atlas of Uniportal Video Assisted Thoracic Surgery

$189.00

Migration Patterns and Intentions of Floating Population in Transitional China

$179.99

Practical Aspects of Knowledge Management

$109.99

The Captivity of John II, 1356-60

$44.99

Erfolgsfaktor Kanzleikommunikation

$17.99

Applied Laser Spectroscopy

$54.99

Interactive Technologies for Autism

$99.99

Baby Teeth- A Novel by Zoje Stage

$17.99

Software Engineering

$9.99

A Guide to Convolutional Neural Networks for Computer Vision

$69.99

Computational Modeling of Signaling Networks

$189.00

Science, Technology and Modernity

$119.99

Informal Social Protection and Poverty

$84.99

Turbo Codes

$84.99

Computational Intelligence for Semantic Knowledge Management

$109.99

Coleridge's Political Poetics

$129.99

Proceedings of the 7th International Conference on Electrical, Control and Computer EngineeringVolu

$229.00

Jugenden, soziale Ungleichheit und Werte

$59.99

Fokus Personalentwicklung

$34.99

Grab and Go Pack Theme 4: Foundational Skills Grade PreK

$29.95

Transformative Pastoral Leadership in the Black Church

$39.99

Distributed Autonomous Robotic Systems 4

$84.99

Pitfalls of Shoreline Stabilization

$89.00

Territory, Migration and the Evolution of the International System

$39.99

Sustainability Issues for the Deep Foundations

$169.99

Arbeitsplatz Wissenschaft

$19.99

Policy Learning and British Governance in the 1960s

$54.99

Acoustics and Vibration of Mechanical Structures AVMS-2021

$219.99

Reasoning in Quantum Theory

$169.99