Error-tolerant version space algebra
Abstract
References
Recommendations
Programming by Demonstration Using Version Space Algebra
Programming by demonstration enables users to easily personalize their applications, automating repetitive tasks simply by executing a few examples. We formalize programming by demonstration as a machine learning problem: given the changes in the ...
Version spaces and the consistency problem
A version space is a collection of concepts consistent with a given set of positive and negative examples. Mitchell [Artificial Intelligence 18 (1982) 203-226] proposed representing a version space by its boundary sets: the maximally general (G) and ...
Generalizing Version Spaces
Although a landmark work, version spaces have proven fundamentally limited by being constrained to only consider candidate classifiers that are strictly consistent with data. This work generalizes version spaces to partially overcome this limitation. ...
Comments
Information & Contributors
Information
Published In
![cover image ACM Conferences](/cms/asset/8f220ae9-427e-4dd8-807b-809f236f4294/1719970.cover.jpg)
- General Chairs:
- Charles Rich,
- Qiang Yang,
- Program Chairs:
- Marc Cavazza,
- Michelle Zhou
Sponsors
Publisher
Association for Computing Machinery
New York, NY, United States
Publication History
Check for updates
Author Tags
Qualifiers
- Poster
Conference
Acceptance Rates
Upcoming Conference
Contributors
Other Metrics
Bibliometrics & Citations
Bibliometrics
Article Metrics
- 0Total Citations
- 105Total Downloads
- Downloads (Last 12 months)2
- Downloads (Last 6 weeks)0
Other Metrics
Citations
View Options
Login options
Check if you have access through your login credentials or your institution to get full access on this article.
Sign in