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ICML
2010
IEEE
15 years 7 months ago
Learning Temporal Causal Graphs for Relational Time-Series Analysis
Learning temporal causal graph structures from multivariate time-series data reveals important dependency relationships between current observations and histories, and provides a ...
Yan Liu 0002, Alexandru Niculescu-Mizil, Aurelie C...
JMLR
2010
118views more  JMLR 2010»
15 years 1 months ago
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
Model selection strategies for machine learning algorithms typically involve the numerical optimisation of an appropriate model selection criterion, often based on an estimator of...
Gavin C. Cawley, Nicola L. C. Talbot
ENTCS
2006
136views more  ENTCS 2006»
15 years 6 months ago
Classically-controlled Quantum Computation
It is reasonable to assume that quantum computations take place under the control of the classical world. For modelling this standard situation, we introduce a Classically-control...
Simon Perdrix, Philippe Jorrand
JAPLL
2007
117views more  JAPLL 2007»
15 years 6 months ago
Logic-Based Agent Verification
ecking, algebraic, abstract machines, etc.). THE JOURNAL The Journal of Applied Logic1 publishes papers in areas of logic which can be applied in other disciplines as well as appli...
Michael Fisher, Munindar P. Singh, Diana F. Spears...
ALS
2003
Springer
15 years 11 months ago
Anticipatory Behavioral Control
Despite recent successes in control theoretical programs for limb control, behavior-based cognitive approaches for control are somewhat lacking behind. Insights in psychology and ...
Joachim Hoffmann