199 search results - page 16 / 40 » A general agnostic active learning algorithm |
115
Voted
SIGCOMM
2010
ACM
15 years 2 months ago
2010
ACM
As smartphones evolve researchers are studying new techniques to ease the human-mobile interaction. We propose EyePhone, a novel "hand-free" interfacing system capable o...
181
Voted
KDD
2012
ACM
13 years 5 months ago
2012
ACM
Spectral clustering is a widely used method for organizing data that only relies on pairwise similarity measurements. This makes its application to non-vectorial data straightforw...
145
Voted
COLT
2010
Springer
15 years 17 days ago
2010
Springer
We present a new online learning algorithm in the selective sampling framework, where labels must be actively queried before they are revealed. We prove bounds on the regret of ou...
105
Voted
UAI
2004
15 years 3 months ago
2004
Classical learning assumes the learner is given a labeled data sample, from which it learns a model. The field of Active Learning deals with the situation where the learner begins...
116
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SIGIR
2005
ACM
15 years 8 months ago
2005
ACM
Information retrieval is, in general, an iterative search process, in which the user often has several interactions with a retrieval system for an information need. The retrieval ...