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ISCI
2006
58views more  ISCI 2006»
13 years 8 months ago
Streaming data reduction using low-memory factored representations
Many special purpose algorithms exist for extracting information from streaming data. Constraints are imposed on the total memory and on the average processing time per data item....
David Littau, Daniel Boley
JAIR
2006
141views more  JAIR 2006»
13 years 7 months ago
An Approach to Temporal Planning and Scheduling in Domains with Predictable Exogenous Events
The treatment of exogenous events in planning is practically important in many realworld domains where the preconditions of certain plan actions are affected by such events. In th...
Alfonso Gerevini, Alessandro Saetti, Ivan Serina
JAIR
2006
85views more  JAIR 2006»
13 years 7 months ago
Causes of Ineradicable Spurious Predictions in Qualitative Simulation
It was recently proved that a sound and complete qualitative simulator does not exist, that is, as long as the input-output vocabulary of the state-of-the-art QSIM algorithm is us...
Özgür Yilmaz, A. C. Cem Say
JCC
2006
68views more  JCC 2006»
13 years 7 months ago
Explicit factorization of external coordinates in constrained statistical mechanics models
If a macromolecule is described by curvilinear coordinates or rigid constraints are imposed, the equilibrium probability density that must be sampled in Monte Carlo simulations in...
Pablo Echenique, Iván Calvo
JMLR
2006
125views more  JMLR 2006»
13 years 7 months ago
Efficient Learning of Label Ranking by Soft Projections onto Polyhedra
We discuss the problem of learning to rank labels from a real valued feedback associated with each label. We cast the feedback as a preferences graph where the nodes of the graph ...
Shai Shalev-Shwartz, Yoram Singer