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ICML
2008
IEEE
16 years 4 months ago
Hierarchical sampling for active learning
We present an active learning scheme that exploits cluster structure in data.
Sanjoy Dasgupta, Daniel Hsu
ICML
2008
IEEE
16 years 4 months ago
Stability of transductive regression algorithms
Corinna Cortes, Mehryar Mohri, Dmitry Pechyony, As...
ICML
2008
IEEE
16 years 4 months ago
Efficient bandit algorithms for online multiclass prediction
Sham M. Kakade, Shai Shalev-Shwartz, Ambuj Tewari
117
Voted
ICML
2008
IEEE
16 years 4 months ago
Closed-form supervised dimensionality reduction with generalized linear models
Irina Rish, Genady Grabarnik, Guillermo Cecchi, Fr...
115
Voted
ICML
2008
IEEE
16 years 4 months ago
Uncorrelated multilinear principal component analysis through successive variance maximization
Haiping Lu, Konstantinos N. Plataniotis, Anastasio...