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JMLR
2012
13 years 6 months 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...
JMLR
2012
13 years 6 months ago
Domain Adaptation: A Small Sample Statistical Approach
We study the prevalent problem when a test distribution differs from the training distribution. We consider a setting where our training set consists of a small number of sample d...
Ruslan Salakhutdinov, Sham M. Kakade, Dean P. Fost...
JMLR
2012
13 years 6 months ago
Globally Optimizing Graph Partitioning Problems Using Message Passing
Graph partitioning algorithms play a central role in data analysis and machine learning. Most useful graph partitioning criteria correspond to optimizing a ratio between the cut a...
Elad Mezuman, Yair Weiss

Source Code
9636views
17 years 4 months ago
2D-3D Automatic Mesh Generation
NETGEN is an open source automatic mesh generation tool for two and three dimensions. It comes as a stand alone program with graphical user interface, or as a C++ library to be lin...
Joachim Schöberl
DAC
2000
ACM
16 years 5 months ago
MorphoSys: case study of a reconfigurable computing system targeting multimedia applications
In this paper, we present a case study for the design, programming and usage of a reconfigurable system-on-chip, MorphoSys, which is targeted at computation-intensive applications...
Hartej Singh, Guangming Lu, Eliseu M. Chaves Filho...
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