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TELSYS
2011
212views Education» more  TELSYS 2011»
14 years 11 months ago
Survivability and reliability of a composite-star transport network with disconnected core switches
Abstract This paper deals with the design and dimensioning of a novel survivable optical network structure, called Petaweb, that can reach a total capacity of several Pb/s (1015 bi...
Stefano Secci, Brunilde Sansò
JDCTA
2010
156views more  JDCTA 2010»
14 years 11 months ago
Incorporating Graph Automata into Plant Growth Simulation with Nutrients Transport
In this paper we model the growth of living plants in a discrete approach, the graph automata based plant model representing each metamer of the plant as node of the automata. The...
Lingqiu Zeng, Hongchun Qu, Qingsheng Zhu, Youlan W...
JMLR
2010
189views more  JMLR 2010»
14 years 11 months ago
Adaptive Step-size Policy Gradients with Average Reward Metric
In this paper, we propose a novel adaptive step-size approach for policy gradient reinforcement learning. A new metric is defined for policy gradients that measures the effect of ...
Takamitsu Matsubara, Tetsuro Morimura, Jun Morimot...
CORR
2012
Springer
214views Education» more  CORR 2012»
14 years 6 hour ago
Stochastic Low-Rank Kernel Learning for Regression
We present a novel approach to learn a kernelbased regression function. It is based on the use of conical combinations of data-based parameterized kernels and on a new stochastic ...
Pierre Machart, Thomas Peel, Liva Ralaivola, Sandr...
EDBT
2012
ACM
306views Database» more  EDBT 2012»
13 years 6 months ago
Clydesdale: structured data processing on MapReduce
MapReduce has emerged as a promising architecture for large scale data analytics on commodity clusters. The rapid adoption of Hive, a SQL-like data processing language on Hadoop (...
Tim Kaldewey, Eugene J. Shekita, Sandeep Tata