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» Stochastic Mechanism Design
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ALT
2011
Springer
14 years 4 months ago
Deviations of Stochastic Bandit Regret
This paper studies the deviations of the regret in a stochastic multi-armed bandit problem. When the total number of plays n is known beforehand by the agent, Audibert et al. (2009...
Antoine Salomon, Jean-Yves Audibert
CORR
2012
Springer
214views Education» more  CORR 2012»
13 years 12 months 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...
ISCAS
1999
IEEE
106views Hardware» more  ISCAS 1999»
15 years 8 months ago
Multi-objective design strategy for high-level low power design of DSP systems
High-level power design presents a complex, multiobjective problem that involves the simultaneous optimisation of competing criteria such as speed, area and power. It is difficult...
Mark S. Bright, Tughrul Arslan
GECCO
2003
Springer
15 years 9 months ago
Identifying Structural Mechanisms in Standard Genetic Programming
This paper presents a hypothesis about an undiscovered class of mechanisms that exist in standard GP. Rather than being intentionally designed, these mechanisms would be an uninten...
Jason M. Daida, Adam M. Hilss
CI
2002
104views more  CI 2002»
15 years 4 months ago
Agent Reasoning Mechanism for Long-Term Coalitions Based on Decision Making and Trust
We address long-term coalitions that are formed of both customer and vendor agents. We present a coalition formation mechanism designed at the agent level as a decision problem. Th...
Julita Vassileva, Silvia Breban, Michael C. Horsch