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ALT
2011
Springer
12 years 9 months ago
On the Expressive Power of Deep Architectures
Deep architectures are families of functions corresponding to deep circuits. Deep Learning algorithms are based on parametrizing such circuits and tuning their parameters so as to ...
Yoshua Bengio, Olivier Delalleau
EC
2002
180views ECommerce» more  EC 2002»
13 years 8 months ago
Combining Convergence and Diversity in Evolutionary Multiobjective Optimization
Over the past few years, the research on evolutionary algorithms has demonstrated their niche in solving multiobjective optimization problems, where the goal is to nd a number of ...
Marco Laumanns, Lothar Thiele, Kalyanmoy Deb, Ecka...
IJSWIS
2008
108views more  IJSWIS 2008»
13 years 9 months ago
Identity of Resources and Entities on the Web
One of the main strengths of the web is that it allows any party of its global community to share information with any other party. This goal has been achieved by making use of a u...
Valentina Presutti, Aldo Gangemi
CDC
2008
IEEE
115views Control Systems» more  CDC 2008»
14 years 3 months ago
Oblivious equilibrium for large-scale stochastic games with unbounded costs
— We study stochastic dynamic games with a large number of players, where players are coupled via their cost functions. A standard solution concept for stochastic games is Markov...
Sachin Adlakha, Ramesh Johari, Gabriel Y. Weintrau...
CSMR
2007
IEEE
14 years 3 months ago
Supporting Reliable Software Evolution through Program Analysis
This paper motivates the need for more research to ensure a consistent level of reliability in software systems. We briefly outline the relevant developments that drive this need...
Cathal Boogerd