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» Programs as polygraphs: computability and complexity
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MCU
2007
95views Hardware» more  MCU 2007»
14 years 11 months ago
Slightly Beyond Turing's Computability for Studying Genetic Programming
Inspired by genetic programming (GP), we study iterative algorithms for non-computable tasks and compare them to naive models. This framework justifies many practical standard tri...
Olivier Teytaud
JMLR
2012
13 years 1 days ago
Sample Complexity of Composite Likelihood
We present the first PAC bounds for learning parameters of Conditional Random Fields [12] with general structures over discrete and real-valued variables. Our bounds apply to com...
Joseph K. Bradley, Carlos Guestrin
ICDM
2010
IEEE
189views Data Mining» more  ICDM 2010»
14 years 7 months ago
S4: Distributed Stream Computing Platform
Abstract--S4 is a general-purpose, distributed, scalable, partially fault-tolerant, pluggable platform that allows programmers to easily develop applications for processing continu...
Leonardo Neumeyer, Bruce Robbins, Anish Nair, Anan...
IBERAMIA
2010
Springer
14 years 7 months ago
A Computational Method for Defeasible Argumentation Based on a Recursive Warrant Semantics
In a recent paper [2] the authors have formalized a recursive semantics for warranted conclusions in a general defeasible argumentation framework based on a propositional logic. Th...
Teresa Alsinet, Ramón Béjar, Lluis G...