1080 search results - page 84 / 216 » Hedging predictions in machine learning |
186
Voted
KDD
2012
ACM
13 years 7 months ago
2012
ACM
Digital storage of personal music collections and cloud-based music services (e.g. Pandora, Spotify) have fundamentally changed how music is consumed. In particular, automatically...
148
Voted
ICML
2010
IEEE
15 years 5 months ago
2010
IEEE
This paper proposes a multiple instance learning (MIL) algorithm for Gaussian processes (GP). The GP-MIL model inherits two crucial benefits from GP: (i) a principle manner of lea...
123
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COLT
2007
Springer
15 years 10 months ago
2007
Springer
The standard so-called experts algorithms are methods for utilizing a given set of “experts” to make good choices in a sequential decision-making problem. In the standard setti...
149
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TSE
2008
15 years 4 months ago
2008
This paper introduces a new technique for predicting latent software bugs, called change classification. Change classification uses a machine learning classifier to determine wheth...
133
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HCW
1999
IEEE
15 years 9 months ago
1999
IEEE
The MILAN project, a joint effort involving Arizona State University and New York University, has produced and validated fundamental techniques for the realization of efficient, r...