356 search results - page 55 / 72 » Model selection via the AUC |
75
Voted
ER
2010
Springer
14 years 9 months ago
2010
Springer
Abstract. We address the challenge of adaptation in open systems. Open systems are characterized by interactions among autonomous and heterogeneous participants. In such systems, e...
130
Voted
PKDD
2010
Springer
14 years 8 months ago
2010
Springer
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
CDC
2010
IEEE
14 years 6 months ago
2010
IEEE
Any systematic decision-making design selects a decision strategy that makes the resulting closed-loop behaviour close to the desired one. Fully Probabilistic Design (FPD) describe...
ICASSP
2011
IEEE
14 years 2 months ago
2011
IEEE
Nonparametric methods are widely applicable to statistical learning problems, since they rely on a few modeling assumptions. In this context, the fresh look advocated here permeat...
152
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JORS
2010
14 years 5 months ago
2010
Monte Carlo simulation is a common method for studying the volatility of market traded instruments. It is less employed in retail lending, because of the inherent nonlinearities in...