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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
Kernel Measures of Conditional Dependence
Kenji Fukumizu · Arthur Gretton · Xiaohai Sun · Bernhard Schölkopf
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
Transfer Learning using Kolmogorov Complexity: Basic Theory and Empirical Evaluations
M. M. H Mahmud · Sylvian Ray
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
How SVMs can estimate quantiles and the median
Andreas Christmann · Ingo Steinwart
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
Nearest-Neighbor-Based Active Learning for Rare Category Detection
Jingrui He · Jaime Carbonell
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
Better than least squares: comparison of objective functions for estimating linear-nonlinear models
Tatyana Sharpee
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
One-Pass Boosting
Zafer Barutcuoglu · Phil Long · Rocco A Servedio
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
Experience-Guided Search: A Theory of Attentional Control
Mike Mozer · David Baldwin
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
A Spectral Regularization Framework for Multi-Task Structure Learning
Andreas Argyriou · Charles A. Micchelli · Massimiliano Pontil · Yiming Ying
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Wed Dec 05 11:50 AM -- 12:00 PM (PST)
Ensemble Clustering using Semidefinite Programming
Vikas Singh · Lopamudra Mukherjee · Jiming Peng · Jinhui Xu