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89
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CORR
2010
Springer
100views Education» more  CORR 2010»
15 years 27 days ago
The Projected GSURE for Automatic Parameter Tuning in Iterative Shrinkage Methods
Linear inverse problems are very common in signal and image processing. Many algorithms that aim at solving such problems include unknown parameters that need tuning. In this work...
Raja Giryes, Michael Elad, Yonina C. Eldar
106
Voted
CORR
2010
Springer
119views Education» more  CORR 2010»
15 years 27 days ago
Dynamic Policy Programming
In this paper, we consider the problem of planning and learning in the infinite-horizon discounted-reward Markov decision problems. We propose a novel iterative direct policysearc...
Mohammad Gheshlaghi Azar, Hilbert J. Kappen
CORR
2010
Springer
94views Education» more  CORR 2010»
15 years 27 days ago
Is Witsenhausen's counterexample a relevant toy?
This paper answers a question raised by Doyle on the relevance of the Witsenhausen counterexample as a toy decentralized control problem. The question has two sides, the first of w...
Pulkit Grover, Anant Sahai
105
Voted
CORR
2008
Springer
187views Education» more  CORR 2008»
15 years 27 days ago
Coalitions in Cooperative Wireless Networks
Cooperation between rational users in wireless networks is studied using coalitional game theory. Using the rate achieved by a user as its utility, it is shown that the stable coal...
Suhas Mathur, Lalitha Sankar, Narayan B. Mandayam
67
Voted
CORR
2008
Springer
128views Education» more  CORR 2008»
15 years 27 days ago
Opportunistic Collaborative Beamforming with One-Bit Feedback
An energy-efficient opportunistic collaborative beamformer with one-bit feedback is proposed for ad hoc sensor networks over Rayleigh fading channels. In contrast to conventional c...
Man-On Pun, D. Richard Brown III, H. Vincent Poor