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» Hedging predictions in machine learning
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156
Voted
ICML
2008
IEEE
16 years 8 months ago
Efficient bandit algorithms for online multiclass prediction
Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari
ICML
2005
IEEE
16 years 8 months ago
Learning structured prediction models: a large margin approach
Benjamin Taskar, Vassil Chatalbashev, Daphne Kolle...
133
Voted
ICML
2009
IEEE
16 years 8 months ago
Large-scale collaborative prediction using a nonparametric random effects model
Kai Yu, John D. Lafferty, Shenghuo Zhu, Yihong Gon...
ICML
2001
IEEE
16 years 8 months ago
General Loss Bounds for Universal Sequence Prediction
The Bayesian framework is ideally suited for induction problems. The probability of observing xt at
Marcus Hutter
ICML
2006
IEEE
16 years 1 months ago
Predictive search distributions
Edwin V. Bonilla, Christopher K. I. Williams, Feli...