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ISIPTA
2005
IEEE
123views Mathematics» more  ISIPTA 2005»
14 years 1 months ago
On Coherent Variability Measures and Conditioning
Coherent upper and lower previsions are becoming more and more popular as a mathematical model for robust valuations under uncertainty. Likewise, the mathematically equivalent cla...
Sebastian Maaß
ISIPTA
2005
IEEE
118views Mathematics» more  ISIPTA 2005»
14 years 1 months ago
Envelope Theorems and Dilation with Convex Conditional Previsions
This paper focuses on establishing envelope theorems for convex conditional lower previsions, a recently investigated class of imprecise previsions larger than coherent imprecise ...
Renato Pelessoni, Paolo Vicig
JMLR
2010
105views more  JMLR 2010»
13 years 2 months ago
Classification Methods with Reject Option Based on Convex Risk Minimization
In this paper, we investigate the problem of binary classification with a reject option in which one can withhold the decision of classifying an observation at a cost lower than t...
Ming Yuan, Marten H. Wegkamp
EUSFLAT
2001
13 years 8 months ago
Fuzzy inference maps for condition monitoring with self-organizing maps
In the framework of SOM methodology for process and system analysis, we suggest a method for identifying regions in the SOM visualization space corresponding to different conditio...
Abel A. Cuadrado Vega, Ignacio Díaz Blanco,...
CORR
2010
Springer
114views Education» more  CORR 2010»
13 years 7 months ago
On the Stability of Empirical Risk Minimization in the Presence of Multiple Risk Minimizers
Abstract--Recently Kutin and Niyogi investigated several notions of algorithmic stability--a property of a learning map conceptually similar to continuity--showing that training-st...
Benjamin I. P. Rubinstein, Aleksandr Simma