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PAC-Bayesian Analysis of the Exploration-Exploitation Trade-off
coherent framework PAC-Bayesian Analysis Exploration-Exploitation Trade-off
2011/6/21
We develop a coherent framework for integrative
simultaneous analysis of the explorationexploitation
and model order selection tradeoffs.
We improve over our preceding results
on the same subject ...
We empirically investigate the best trade-off between sparse and uniformly-
weighted multiple kernel learning (MKL) using the elastic-net regular-
ization on real and simulated datasets. We find tha...