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AAAI
2000
15 years 8 months ago
A Unified Bias-Variance Decomposition for Zero-One and Squared Loss
The bias-variance decomposition is a very useful and widely-used tool for understanding machine-learning algorithms. It was originally developed for squared loss. In recent years,...
Pedro Domingos
SODA
2003
ACM
142views Algorithms» more  SODA 2003»
15 years 8 months ago
The similarity metric
—A new class of distances appropriate for measuring similarity relations between sequences, say one type of similarity per distance, is studied. We propose a new “normalized in...
Ming Li, Xin Chen, Xin Li, Bin Ma, Paul M. B. Vit&...
AVI
2000
15 years 8 months ago
Generating User Interface Code in a Model Based User Interface Development Environment
Declarative models play an important role in most software design activities, by allowing designs to be constructed that selectively abstract over complex implementation details. ...
Paulo Pinheiro da Silva, Tony Griffiths, Norman W....
USENIX
2003
15 years 8 months ago
Kernel Support for Faster Web Proxies
This paper proposes two mechanisms for reducing the communication-related overheads of Web applications. One mechanism is user-level connection tracking, which allows an applicati...
Marcel-Catalin Rosu, Daniela Rosu
ECMDAFA
2008
Springer
118views Hardware» more  ECMDAFA 2008»
15 years 7 months ago
A Metamodeling Approach for Reasoning about Requirements
In requirements engineering, there are several approaches for requirements modeling such as goal-oriented, aspect-driven, and system requirements modeling. In practice, companies o...
Arda Goknil, Ivan Kurtev, Klaas van den Berg