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118
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ICML
2009
IEEE
16 years 3 months ago
2009
IEEE
Many learning algorithms rely on the curvature (in particular, strong convexity) of regularized objective functions to provide good theoretical performance guarantees. In practice...
105
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VLSID
2002
IEEE
16 years 2 months ago
2002
IEEE
Interconnect delay has become a critical factor in determining the performance of integrated circuits. Routing and buffering are powerful means of improving the circuit speed and ...
280
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INFOCOM
2005
IEEE
15 years 8 months ago
2005
IEEE
Abstract— We present a model for the joint design of congestion control and media access control (MAC) for ad hoc wireless networks. Using contention graph and contention matrix,...
174
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JMLR
2010
14 years 9 months ago
2010
With the goal to generate more scalable algorithms with higher efficiency and fewer open parameters, reinforcement learning (RL) has recently moved towards combining classical tec...
113
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KDD
2009
ACM
16 years 2 months ago
2009
ACM
We present novel semi-supervised boosting algorithms that incrementally build linear combinations of weak classifiers through generic functional gradient descent using both labele...