JMLR Workshop and Conference Proceedings
Volume 20: Asian Conference on Machine Learning

Editors: Chun-Nan Hsu and Wee Sun Lee

C.-N. Hsu & W.S. Lee; JMLR W&CP 20:i–xii, 2011
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Improving Policy Gradient Estimates with Influence Information
J. Pinto, A. Fern, T. Bauer & M. Erwig; JMLR W&CP 20:1–18, 2011.
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Continuous RAVE
A. Couëtoux, M. Milone, M. Brendel, H. Doghmen, M.S. & O. Teytaud; JMLR W&CP 20:19–31, 2011.
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Nonlinear Online Classification Algorithm with Probability Margin
M. Chi, H. He & W. Zhang; JMLR W&CP 20:33–46, 2011.
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Learning to Locate Relative Outliers
S. Li & I.W. Tsang; JMLR W&CP 20:47–62, 2011.
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Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers
B. Nelson, B. Biggio & P. Laskov; JMLR W&CP 20:63–79, 2011.
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Bayesian inference for statistical abduction using Markov chain Monte Carlo
M. Ishihata & T. Sato; JMLR W&CP 20:81–96, 2011.
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Support Vector Machines Under Adversarial Label Noise
B. Biggio, B. Nelson & P. Laskov; JMLR W&CP 20:97–112, 2011.
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A General Linear Non-Gaussian State-Space Model
K. Zhang & A. Hyvärinen; JMLR W&CP 20:113–128, 2011.
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Unsupervised Multiple Kernel Learning
J. Zhuang, J. Wang, S.C.H. Hoi & X. Lan; JMLR W&CP 20:129–144, 2011.
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QWA: Spectral Algorithm
R. BAILLY ; JMLR W&CP 20:147–163, 2011.
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Approximate Model Selection for Large Scale LSSVM
L. Ding & S. Liao; JMLR W&CP 20:165–180, 2011.
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Learning low-rank output kernels
F. Dinuzzo & K. Fukumizu; JMLR W&CP 20:181–196, 2011.
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Learning Rules from Incomplete Examples via Implicit Mention Models
J.R. Doppa, M.S. Sorower, M. Nasresfahani, J. Irvine, W. Orr, T.G. Dietterich, X. Fern & P. Tadepalli; JMLR W&CP 20:197–212, 2011.
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Mixed-Variate Restricted Boltzmann Machines
T. Tran, D. Phung & S. Venkatesh; JMLR W&CP 20:213–229, 2011.
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Robust Generation of Dynamical Patterns in Human Motion by a Deep Belief Nets
S. Sukhbaatar, T. Makino, K. Aihara & T. Chikayama; JMLR W&CP 20:231–246, 2011.
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Sufficient Component Analysis
M. Yamada, G. Niu, J. Takagi & M. Sugiyama; JMLR W&CP 20:247–262, 2011.
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Learning Attribute-weighted Voter Model over Social Networks
Y. Yamagishi, K. Saito, K. Ohara, M. Kimura & H. Motoda; JMLR W&CP 20:263–280, 2011.
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Multi-label Classification with Error-correcting Codes
C.-S. Ferng & H.-T. Lin; JMLR W&CP 20:281–295, 2011.
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Estimating Diffusion Probability Changes for AsIC-SIS Model
A. Koide, K. Saito, K. Ohara, M. Kimura & H. Motoda; JMLR W&CP 20:297–313, 2011.
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Multi-label Active Learning with Auxiliary Learner
C.-W. Hung & H.-T. Lin; JMLR W&CP 20:315–332, 2011.
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Acceleration technique for boosting classification and its application to face detection
M. Kawakita, R. Izumi, J. Takeuchi, Y. Hu, T. Takamori & H. Kameyama; JMLR W&CP 20:335–349, 2011.
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Summarization of Yes/No Questions Using a Feature Function Model
J. He & D. Dai; JMLR W&CP 20:351–366, 2011.
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Mapping kernels for infinite mapping systems
K. Shin; JMLR W&CP 20:367–382, 2011.
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