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» Adaptation and the effort needed to adapt
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NIPS
2007
15 years 7 months ago
Adaptive Online Gradient Descent
We study the rates of growth of the regret in online convex optimization. First, we show that a simple extension of the algorithm of Hazan et al eliminates the need for a priori k...
Peter L. Bartlett, Elad Hazan, Alexander Rakhlin
CORR
2010
Springer
116views Education» more  CORR 2010»
15 years 6 months ago
Adaptive Bound Optimization for Online Convex Optimization
We introduce a new online convex optimization algorithm that adaptively chooses its regularization function based on the loss functions observed so far. This is in contrast to pre...
H. Brendan McMahan, Matthew J. Streeter
JACIII
2007
104views more  JACIII 2007»
15 years 6 months ago
Adaptive Action Selection of Body Expansion Behavior in Multi-Robot System Using Communication
In multi-robot system, cooperation is needed to execute tasks efficiently. The purpose of this study is to realize cooperation among multiple robots using interactive communicatio...
Tomohisa Fujiki, Kuniaki Kawabata, Hajime Asama
CEE
2005
92views more  CEE 2005»
15 years 6 months ago
An adaptive call admission algorithm for cellular networks
In this paper, we first propose a new continuous action-set learning automaton and theoretically study its convergence properties and show that it converges to the optimal action....
Hamid Beigy, Mohammad Reza Meybodi
DKE
2000
97views more  DKE 2000»
15 years 6 months ago
Adaptive natural language interfaces to FAQ knowledge bases
In this paper we present a natural language interface architecture, which is used for accessing FAQ knowledge bases. Since one of the main obstacles to the efficient use of natura...
Werner Winiwarter