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» Functions as Session-Typed Processes
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CORR
2010
Springer
174views Education» more  CORR 2010»
14 years 10 months ago
Gaussian Process Bandits for Tree Search
We motivate and analyse a new Tree Search algorithm, based on recent advances in the use of Gaussian Processes for bandit problems. We assume that the function to maximise on the ...
Louis Dorard, John Shawe-Taylor
MA
2011
Springer
193views Communications» more  MA 2011»
14 years 5 months ago
Spatial autoregressive and moving average Hilbertian processes
Since the initial work on spatial statistical models developed in Bhattacharyya, Khalil and Richardson (1996), Basu and Reinsel (1993), Güyon (1995), Martin (1979, 1990, 1996), Ja...
María Dolores Ruiz-Medina
GECCO
2009
Springer
141views Optimization» more  GECCO 2009»
15 years 4 months ago
Visualizing the search process of particle swarm optimization
It is a hard problem to understand the search process of particle swarm optimization over high-dimensional domain. The visualization depicts the total search process and then it w...
Yong-Hyuk Kim, Kang Hoon Lee, Yourim Yoon
ISMVL
2006
IEEE
99views Hardware» more  ISMVL 2006»
15 years 4 months ago
Signal Processing Algorithms and Multiple-Valued Logic Design Methods
Multiple-valued logic can be viewed as an alternative approach to solving many problems in transmission, storage, and processing of large and even increasing amounts of informatio...
Jaakko Astola, Radomir S. Stankovic
ICPR
2010
IEEE
15 years 2 months ago
Gaussian Process Learning from Order Relationships Using Expectation Propagation
A method for Gaussian process learning of a scalar function from a set of pair-wise order relationships is presented. Expectation propagation is used to obtain an approximation to...
Ruixuan Wang, Stephen James Mckenna