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JMLR
2010
107views more  JMLR 2010»
15 years 1 months ago
Learning Instance-Specific Predictive Models
This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algori...
Shyam Visweswaran, Gregory F. Cooper
CORR
2010
Springer
175views Education» more  CORR 2010»
15 years 1 months ago
On the Combinatorial Multi-Armed Bandit Problem with Markovian Rewards
We consider a combinatorial generalization of the classical multi-armed bandit problem that is defined as follows. There is a given bipartite graph of M users and N M resources. F...
Yi Gai, Bhaskar Krishnamachari, Mingyan Liu
MOBIHOC
2010
ACM
15 years 4 months ago
Fine-grained mobility characterization: steady and transient state behaviors
Recent popularization of personal hand-held mobile devices makes it important to characterize the mobility pattern of mobile device users, so as to accurately predict user mobilit...
Wei Gao, Guohong Cao
PADS
2004
ACM
16 years 5 days ago
Optimizing Parallel Execution of Detailed Wireless Network Simulation
With Parallel and Discrete Event Simulation (PDES) techniques, the runtime performance of detailed wireless network simulation can be improved significantly without compromising ...
Zhengrong Ji, Junlan Zhou, Mineo Takai, Jay Martin...
ICCAD
1993
IEEE
85views Hardware» more  ICCAD 1993»
15 years 11 months ago
Input don't care sequences in FSM networks
Current approaches to compute and exploit the flexibility of a component in an FSM network are all at the symbolic level [23, 30, 33, 31]. Conventionally, exploitation of this ...
Huey-Yih Wang, Robert K. Brayton