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ISIPTA
2005
IEEE
123views Mathematics» more  ISIPTA 2005»
13 years 11 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»
13 years 11 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 17 days 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 7 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 5 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