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» Rational stochastic languages
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JMLR
2012
11 years 10 months ago
A Simple Geometric Interpretation of SVM using Stochastic Adversaries
We present a minimax framework for classification that considers stochastic adversarial perturbations to the training data. We show that for binary classification it is equivale...
Roi Livni, Koby Crammer, Amir Globerson
ICWL
2007
Springer
14 years 1 months ago
Language-Driven Development of Web-Based Learning Applications
In this paper we propose a language-driven approach for the high-level design of web-based learning applications. In our approach we define a domainspecific language that character...
José Luis Sierra, Baltasar Fernández...
AGP
1997
IEEE
13 years 12 months ago
Structural Information Analysis for CLP Languages
We present the rational construction of a generic domain for structural analysis anguages: Pattern(D ), where the parameter D is an abstract domain satisfying certain properties. ...
Roberto Bagnara
OR
2011
Springer
13 years 2 months ago
Modeling an e-government observatory for rural SMEs using UML with RUP
Developing Web-based systems for agriculture and rural development requires the collaboration of experts from different scientific fields and backgrounds. Thus, it is crucial to ...
Sotiris Karetsos, Nikos Manouselis, Constantina Co...
AAAI
1997
13 years 9 months ago
Effective Bayesian Inference for Stochastic Programs
In this paper, we propose a stochastic version of a general purpose functional programming language as a method of modeling stochastic processes. The language contains random choi...
Daphne Koller, David A. McAllester, Avi Pfeffer