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TIT
2008
141views more  TIT 2008»
14 years 11 months ago
Dimensionality Reduction for Distributed Estimation in the Infinite Dimensional Regime
Distributed estimation of an unknown signal is a common task in sensor networks. The scenario usually envisioned consists of several nodes, each making an observation correlated wi...
Olivier Roy, Martin Vetterli
IJDMBC
2010
115views more  IJDMBC 2010»
14 years 6 months ago
Near Optimum Power Control and Precoding under Fairness Constraints in Network MIMO Systems
Abstract--We consider the problem of setting the uplink signalto-noise-and-interference (SINR) target and allocating transmit powers for mobile stations in multicell spatial multip...
Gábor Fodor, Mikael Johansson, Pablo Soldat...
ICML
2006
IEEE
16 years 21 days ago
Simpler knowledge-based support vector machines
If appropriately used, prior knowledge can significantly improve the predictive accuracy of learning algorithms or reduce the amount of training data needed. In this paper we intr...
Quoc V. Le, Alex J. Smola, Thomas Gärtner
DATE
2010
IEEE
139views Hardware» more  DATE 2010»
15 years 4 months ago
Pareto efficient design for reconfigurable streaming applications on CPU/FPGAs
We present a Pareto efficient design method for multi-dimensional optimization of run-time reconfigurable streaming applications on CPU/FPGA platforms, which automatically allocate...
Jun Zhu, Ingo Sander, Axel Jantsch
CORR
1999
Springer
98views Education» more  CORR 1999»
14 years 11 months ago
A variational description of the ground state structure in random satisfiability problems
A variational approach to finite connectivity spin-glass-like models is developed and applied to describe the structure of optimal solutions in random satisfiability problems. Our ...
Giulio Biroli, Rémi Monasson, Martin Weigt