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ICML
2010
IEEE
15 years 29 days ago
Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design
Many applications require optimizing an unknown, noisy function that is expensive to evaluate. We formalize this task as a multiarmed bandit problem, where the payoff function is ...
Niranjan Srinivas, Andreas Krause, Sham Kakade, Ma...
ICDCS
2010
IEEE
15 years 2 days ago
Distributed Construction of Connected Dominating Sets with Minimum Routing Cost in Wireless Networks
—In this paper, we will study a special Connected Dominating Set (CDS) problem — between any two nodes in a network, there exists at least one shortest path, all of whose inter...
Ling Ding, Xiaofeng Gao, Weili Wu, Wonjun Lee, Xu ...
AUTOMATICA
2007
61views more  AUTOMATICA 2007»
15 years 22 hour ago
Simultaneous stabilization of a set of nonlinear port-controlled Hamiltonian systems
This paper investigates simultaneous stabilization of a set of nonlinear port-controlled Hamiltonian (PCH) systems and proposes a number of results on the design of simultaneous s...
Yuzhen Wang, Gang Feng, Daizhan Cheng
CORR
2010
Springer
144views Education» more  CORR 2010»
14 years 12 months ago
Catching the Ouroboros: On Debugging Non-ground Answer-Set Programs
An important issue towards a broader acceptance of answer-set programming (ASP) is the deployment of tools which support the programmer during the coding phase. In particular, met...
Johannes Oetsch, Jörg Pührer, Hans Tompi...
SIAMJO
2008
92views more  SIAMJO 2008»
14 years 11 months ago
An Active-Set Newton Method for Mathematical Programs with Complementarity Constraints
For a mathematical program with complementarity constraints (MPCC), we propose an active-set Newton method, which has the property of local quadratic convergence under the MPCC lin...
Alexey F. Izmailov, Mikhail V. Solodov