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» On distributed optimization using generalized gossip
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CIKM
2004
Springer
15 years 6 months ago
Hierarchical document categorization with support vector machines
Automatically categorizing documents into pre-defined topic hierarchies or taxonomies is a crucial step in knowledge and content management. Standard machine learning techniques ...
Lijuan Cai, Thomas Hofmann
141
Voted
GECCO
2007
Springer
166views Optimization» more  GECCO 2007»
15 years 4 months ago
Crossover: the divine afflatus in search
The traditional GA theory is pillared on the Building Block Hypothesis (BBH) which states that Genetic Algorithms (GAs) work by discovering, emphasizing and recombining low order ...
David Iclanzan
ASIACRYPT
2006
Springer
15 years 4 months ago
Secure Sketch for Biometric Templates
There have been active discussions on how to derive a consistent cryptographic key from noisy data such as biometric templates, with the help of some extra information called a ske...
Qiming Li, Yagiz Sutcu, Nasir D. Memon
SIGIR
2011
ACM
14 years 3 months ago
Fast context-aware recommendations with factorization machines
The situation in which a choice is made is an important information for recommender systems. Context-aware recommenders take this information into account to make predictions. So ...
Steffen Rendle, Zeno Gantner, Christoph Freudentha...
258
Voted
SIGMOD
2011
ACM
250views Database» more  SIGMOD 2011»
14 years 3 months ago
Hybrid in-database inference for declarative information extraction
In the database community, work on information extraction (IE) has centered on two themes: how to effectively manage IE tasks, and how to manage the uncertainties that arise in th...
Daisy Zhe Wang, Michael J. Franklin, Minos N. Garo...