5115 search results - page 959 / 1023 » On Randomized Lanczos Algorithms |
101
Voted
ATAL
2008
Springer
15 years 4 months ago
2008
Springer
In this paper, we show how adaptive prototype optimization can be used to improve the performance of function approximation based on Kanerva Coding when solving largescale instanc...
126
Voted
ATAL
2008
Springer
15 years 4 months ago
2008
Springer
We consider a multiagent resource allocation domain where the marginal production of each resource is diminishing. A set of identical, self-interested agents requires access to sh...
138
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CIKM
2008
Springer
15 years 4 months ago
2008
Springer
Topic modeling has been a key problem for document analysis. One of the canonical approaches for topic modeling is Probabilistic Latent Semantic Indexing, which maximizes the join...
114
Voted
COCO
2005
Springer
15 years 4 months ago
2005
Springer
We exhibit an explicitly computable ‘pseudorandom’ generator stretching l bits into m(l) = lΩ(log l) bits that look random to constant-depth circuits of size m(l) with log m...
124
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COLT
2008
Springer
15 years 4 months ago
2008
Springer
In the multi-armed bandit (MAB) problem there are k distributions associated with the rewards of playing each of k strategies (slot machine arms). The reward distributions are ini...