Session Details

Regression

Wednesday 17 September
16:00 - 17:20
Location: R001

Session chair: Tobias Scheffer


16:00Pool-based Agnostic Experiment Design in Linear Regression
Masashi Sugiyama, Shinichi Nakajima
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16:20Learning to Predict One or More Ranks in Ordinal Regression Tasks
Jaime Alonso, Juan José Del Coz, Jorge Díez, Oscar Luaces, Antonio Bahamonde
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16:40Nonstationary Gaussian Process Regression using Point Estimates of Local Smoothness
Christian Plagemann, Kristian Kersting, Wolfram Burgard
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17:00Learning with $L_{q<1}$ vs $L_1$-norm regularisation with exponentially many irrelevant features
Ata Kaban, Robert Durrant
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