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NIPS
2007
15 years 5 months ago
The Tradeoffs of Large Scale Learning
This contribution develops a theoretical framework that takes into account the effect of approximate optimization on learning algorithms. The analysis shows distinct tradeoffs for...
Léon Bottou, Olivier Bousquet

Publication
351views
17 years 4 months ago
Synthesizable High Level Hardware Descriptions
Modern hardware description languages support code-generation constructs like generate/endgenerate in Verilog. These constructs are intended to describe regular or parameterized ha...
Jennifer Gillenwater, Gregory Malecha, Cherif Sala...
CVPR
1999
IEEE
16 years 6 months ago
Bayesian Multi-Camera Surveillance
The task of multi-camera surveillance is to reconstruct the paths taken by all moving objects that are temporarily visible from multiple non-overlapping cameras. We present a Baye...
Vera Kettnaker, Ramin Zabih
CVPR
2007
IEEE
16 years 6 months ago
Change Detection in a 3-d World
This paper examines the problem of detecting changes in a 3-d scene from a sequence of images, taken by cameras with arbitrary but known pose. No prior knowledge of the state of n...
Thomas Pollard, Joseph L. Mundy
CVPR
2008
IEEE
16 years 6 months ago
Probabilistic graph and hypergraph matching
We consider the problem of finding a matching between two sets of features, given complex relations among them, going beyond pairwise. Each feature set is modeled by a hypergraph ...
Ron Zass, Amnon Shashua
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