2513 search results - page 68 / 503 » Improving Generalization by Data Categorization |
TKDE
2010
14 years 10 months ago
2010
—A major assumption in many machine learning and data mining algorithms is that the training and future data must be in the same feature space and have the same distribution. How...
118
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ICML
2004
IEEE
16 years 20 days ago
2004
IEEE
The problem of computing low rank approximations of matrices is considered. The novel aspect of our approach is that the low rank approximations are on a collection of matrices. W...
ATAL
2009
Springer
15 years 6 months ago
2009
Springer
Improving the sample efficiency of reinforcement learning algorithms to scale up to larger and more realistic domains is a current research challenge in machine learning. Model-ba...
126
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ASPLOS
2008
ACM
15 years 1 months ago
2008
ACM
Standard concurrency control mechanisms offer a trade-off: Transactional memory approaches maximize concurrency, but suffer high overheads and cost for retrying in the case of act...
ESA
2006
Springer
15 years 3 months ago
2006
Springer
A counting Bloom filter (CBF) generalizes a Bloom filter data structure so as to allow membership queries on a set that can be changing dynamically via insertions and deletions. As...