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» Avoiding Determinization
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MICCAI
2007
Springer
15 years 12 months ago
Automatic Trajectory Planning for Deep Brain Stimulation: A Feasibility Study
DBS for Parkinson's disease involves an extensive planning to find a suitable electrode implantation path to the selected target. We have investigated the feasibility of impro...
Ellen J. L. Brunenberg, Anna Vilanova, Veerle Viss...
67
Voted
ESANN
2008
15 years 11 days ago
Safe exploration for reinforcement learning
In this paper we define and address the problem of safe exploration in the context of reinforcement learning. Our notion of safety is concerned with states or transitions that can ...
Alexander Hans, Daniel Schneegaß, Anton Maxi...
104
Voted
PEPM
2011
ACM
14 years 1 months ago
Ordering multiple continuations on the stack
Passing multiple continuation arguments to a function in CPS form allows one to encode a wide variety of direct-style control constructs, such as conditionals, exceptions, and mul...
Dimitrios Vardoulakis, Olin Shivers
72
Voted
PKDD
2005
Springer
109views Data Mining» more  PKDD 2005»
15 years 4 months ago
An Imbalanced Data Rule Learner
Imbalanced data learning has recently begun to receive much attention from research and industrial communities as traditional machine learners no longer give satisfactory results. ...
Canh Hao Nguyen, Tu Bao Ho
72
Voted
MP
2006
97views more  MP 2006»
14 years 11 months ago
Subdifferential representations of risk measures
Measures of risk appear in two categories: Risk capital measures serve to determine the necessary amount of risk capital in order to avoid ruin if the outcomes of an economic acti...
Georg Ch. Pflug