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COLT
2010
Springer
15 years 2 months ago
Optimal Algorithms for Online Convex Optimization with Multi-Point Bandit Feedback
Bandit convex optimization is a special case of online convex optimization with partial information. In this setting, a player attempts to minimize a sequence of adversarially gen...
Alekh Agarwal, Ofer Dekel, Lin Xiao
MOR
2006
93views more  MOR 2006»
15 years 4 months ago
Optimization of Convex Risk Functions
We consider optimization problems involving convex risk functions. By employing techniques of convex analysis and optimization theory in vector spaces of measurable functions we d...
Andrzej Ruszczynski, Alexander Shapiro
SIGKDD
2002
90views more  SIGKDD 2002»
15 years 4 months ago
Cryptographic Techniques for Privacy-Preserving Data Mining
Research in secure distributed computation, which was done as part of a larger body of research in the theory of cryptography, has achieved remarkable results. It was shown that n...
Benny Pinkas
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
15 years 10 months ago
Adaptive isolation model using data clustering for multimodal function optimization
Shin Ando, Jun Sakuma, Shigenobu Kobayashi