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KDD
2006
ACM
153views Data Mining» more  KDD 2006»
15 years 10 months ago
Model compression
Often the best performing supervised learning models are ensembles of hundreds or thousands of base-level classifiers. Unfortunately, the space required to store this many classif...
Cristian Bucila, Rich Caruana, Alexandru Niculescu...
JMLR
2012
13 years 12 days ago
Beyond Logarithmic Bounds in Online Learning
We prove logarithmic regret bounds that depend on the loss L∗ T of the competitor rather than on the number T of time steps. In the general online convex optimization setting, o...
Francesco Orabona, Nicolò Cesa-Bianchi, Cla...
SIGCOMM
2004
ACM
15 years 3 months ago
An algebraic approach to practical and scalable overlay network monitoring
Overlay network monitoring enables distributed Internet applications to detect and recover from path outages and periods of degraded performance within seconds. For an overlay net...
Yan Chen, David Bindel, Han Hee Song, Randy H. Kat...
ENTCS
2006
136views more  ENTCS 2006»
14 years 10 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
ASPDAC
2005
ACM
105views Hardware» more  ASPDAC 2005»
14 years 12 months ago
Interconnect estimation without packing via ACG floorplans
Abstract— ACG (Adjacent Constraint Graph) is a general floorplan representation. The refinement of constraint graphs gives not only an efficient representation but also a repre...
Jia Wang, Hai Zhou