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» Extensionality Versus Constructivity
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98
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JMLR
2012
12 years 12 months ago
Krylov Subspace Descent for Deep Learning
In this paper, we propose a second order optimization method to learn models where both the dimensionality of the parameter space and the number of training samples is high. In ou...
Oriol Vinyals, Daniel Povey
APPML
2008
93views more  APPML 2008»
14 years 9 months ago
A matrix characterization of interval and proper interval graphs
In this work a matrix representation that characterizes the interval and proper interval graphs is presented, which is useful for the efficient formulation and solution of optimiz...
George B. Mertzios
CORR
2007
Springer
98views Education» more  CORR 2007»
14 years 9 months ago
Bistable Biorders: A Sequential Domain Theory
We give a simple order-theoretic construction of a Cartesian closed category of sequential functions. It is based on bistable biorders, which are sets with a partial order — the ...
James Laird
CONTEXT
2007
Springer
15 years 3 months ago
Context Modeling: Task Model and Practice Model
Contextual Graphs are a context-based formalism used in various real-world applications. They allow a uniform representation of elements of reasoning and of contexts for describing...
Patrick Brézillon
94
Voted
CHI
1997
ACM
15 years 1 months ago
Cognitive Modeling Reveals Menu Search is Both Random and Systematic
To understand how people search for a known target item in an unordered pull-down menu, this research presents cognitive models that vary serial versus parallel processing of menu...
Anthony J. Hornof, David E. Kieras