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CDC
2009
IEEE
159views Control Systems» more  CDC 2009»
15 years 11 months ago
A distributed machine learning framework
Abstract— A distributed online learning framework for support vector machines (SVMs) is presented and analyzed. First, the generic binary classification problem is decomposed in...
Tansu Alpcan, Christian Bauckhage
JAC
2008
15 years 8 months ago
Sofic one head machines
There are several systems consisting in an object that moves on the plane by following a given rule. It is frequently observed that these systems eventually fall into an unexplaine...
Anahí Gajardo
ENTCS
2006
134views more  ENTCS 2006»
15 years 6 months ago
Partial Order Reduction for Probabilistic Branching Time
In the past, partial order reduction has been used successfully to combat the state explosion problem in the context of model checking for non-probabilistic systems. For both line...
Christel Baier, Pedro R. D'Argenio, Marcus Grö...
CL
2007
Springer
15 years 6 months ago
Skeleton-based parallel programming: Functional and parallel semantics in a single shot
Semanticsofskeleton-basedparallelprogramminglanguagescomesusuallyastwodistinctitems:afunctionalsemantics,modeling the function computed by the skeleton program, and a parallel sem...
Marco Aldinucci, Marco Danelutto
BC
1998
84views more  BC 1998»
15 years 6 months ago
Stimulus-induced bifurcations in discrete-time neural oscillators
Abstract. Based on theoretical issues and neurobiological evidence, considerable interest has recently focused on dynamic computational elements in neural systems. Such elements re...
Ali A. Minai, Tirunelveli Anand