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INFOCOM
2007
IEEE
13 years 11 months ago
Guaranteed-Delivery Geographic Routing Under Uncertain Node Locations
—Geographic routing protocols like GOAFR or GPSR rely on exact location information at the nodes, because when the greedy routing phase gets stuck at a local minimum, they requir...
Stefan Funke, Nikola Milosavljevic
ACML
2009
Springer
13 years 10 months ago
Learning Algorithms for Domain Adaptation
A fundamental assumption for any machine learning task is to have training and test data instances drawn from the same distribution while having a sufficiently large number of tra...
Manas A. Pathak, Eric Nyberg
ISTCS
1993
Springer
13 years 9 months ago
Analog Computation Via Neural Networks
We pursue a particular approach to analog computation, based on dynamical systems of the type used in neural networks research. Our systems have a xed structure, invariant in time...
Hava T. Siegelmann, Eduardo D. Sontag
ALT
2002
Springer
14 years 2 months ago
Optimally-Smooth Adaptive Boosting and Application to Agnostic Learning
We describe a new boosting algorithm that is the first such algorithm to be both smooth and adaptive. These two features make possible performance improvements for many learning ...
Dmitry Gavinsky
INFOCOM
2003
IEEE
13 years 10 months ago
Exploring the trade-off between label size and stack depth in MPLS Routing
— Multiprotocol Label Switching or MPLS technology is being increasingly deployed by several of the largest Internet service providers to solve problems such as traffic engineer...
Anupam Gupta, Amit Kumar, Rajeev Rastogi