2683 search results - page 152 / 537 » Machine learning problems from optimization perspective |
126
click to vote
GECCO
2009
Springer
15 years 9 months ago
2009
Springer
This paper presents an approach to automatically optimize the retrieval quality of ranking functions. Taking a Swarm Intelligence perspective, we present a novel method, SwarmRank...
138
Voted
COLT
2010
Springer
15 years 19 days ago
2010
Springer
We consider the problem of finding the best arm in a stochastic multi-armed bandit game. The regret of a forecaster is here defined by the gap between the mean reward of the optim...
143
Voted
IOR
2010
15 years 1 months ago
2010
We study the online version of the classical parallel machine scheduling problem to minimize the total weighted completion time from the perspective of algorithmic mechanism desig...
159
Voted
EMNLP
2011
14 years 2 months ago
2011
We propose a general method to watermark and probabilistically identify the structured outputs of machine learning algorithms. Our method is robust to local editing operations and...
107
Voted
ICML
2008
IEEE
16 years 3 months ago
2008
IEEE
This paper introduces a novel machine learning model called multiple instance ranking (MIRank) that enables ranking to be performed in a multiple instance learning setting. The mo...