ALT 2010 - PDF Preprint Papers

ALT 2010 Algorithmic Learning Theory

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ALT
2010
Springer

342views Machine Learning» more ALT 2010»

Online Multiple Kernel Learning: Algorithms and Mistake Bounds

13 years 6 months ago

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Online learning and kernel learning are two active research topics in machine learning. Although each of them has been studied extensively, there is a limited effort in addressing ...

Rong Jin, Steven C. H. Hoi, Tianbao Yang

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Id	Views	Title	Status

1	342	Online Multiple Kernel Learning: Algorithms and Mistake Bounds	claim
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3	225	An Algorithm for Iterative Selection of Blocks of Features	claim
4	224	Lower Bounds on Learning Random Structures with Statistical Queries	claim
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7	184	Bayesian Active Learning Using Arbitrary Binary Valued Queries	claim
8	175	An Identity for Kernel Ridge Regression	claim
9	172	PageRank Optimization in Polynomial Time by Stochastic Shortest Path Reformulation	claim
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11	163	A Spectral Approach for Probabilistic Grammatical Inference on Trees	claim
12	147	Optimal Online Prediction in Adversarial Environments	claim
13	136	Consistency of Feature Markov Processes	claim
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18	124	A Regularization Approach to Metrical Task Systems	claim
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