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JMLR Workshop and Conference Proceedings
Volume 13: 2nd Asian Conference on Machine Learning

 

Proceedings of 2nd Asian Conference on Machine Learning (ACML2010)
November 8-10, 2010, Tokyo, Japan


Editors: Masashi Sugiyama and Qiang Yang

Preface
Masashi Sugiyama and Qiang Yang; 13:i-xiv, 2010.
[pdf]

Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models
Aapo Hyvarinen; 13:1-16, 2010.
[abs] [pdf]

Learning Polyhedral Classifiers Using Logistic Function
Naresh Manwani and P. S. Sastry; 13:17-30, 2010.
[abs] [pdf]

Ellipsoidal Support Vector Machines
Michinari Momma, Kohei Hatano, and Hiroki Nakayama; 13:31-46, 2010.
[abs] [pdf]

Minimum Conditional Entropy Clustering: A Discriminative Framework for Clustering
Bo Dai and Baogang Hu; 13:47-62, 2010.
[abs] [pdf]

Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation
Han Xiao and Thomas Stibor; 13:63-78, 2010.
[abs] [pdf]

Variational Relevance Vector Machine for Tabular Data
Dmitry Kropotov, Dmitry Vetrov, Lior Wolf, and Tal Hassner; 13:79-94, 2010.
[abs] [pdf]

Hierarchical Gaussian Process Regression
Sunho Park and Seungjin Choi; 13:95-110, 2010.
[abs] [pdf]

Content-based Image Retrieval with Multinomial Relevance Feedback
Dorota Glowacka and John Shawe-Taylor; 13:111-125, 2010.
[abs] [pdf]

The Coding Divergence for Measuring the Complexity of Separating Two Sets
Mahito Sugiyama and Akihiro Yamamoto; 13:127-143, 2010.
[abs] [pdf]

Single versus Multiple Sorting in All Pairs Similarity Search
Yasuo Tabei, Takeaki Uno, Masashi Sugiyama, and Koji Tsuda; 13:145-160, 2010.
[abs] [pdf]

An EM Algorithm on BDDs with Order Encoding for Logic-based Probabilistic Models
Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato, and Shin-ichi Minato; 13:161-176, 2010.
[abs] [pdf]

Exploiting the High Predictive Power of Multi-class Subgroups
Tarek Abudawood and Peter Flach; 13:177-192, 2010.
[abs] [pdf]

Generative Models of Information Diffusion with Asynchronous Timedelay
Kazumi Saito, Masahiro Kimura, Kouzou Ohara, and Hiroshi Motoda; 13:193-208, 2010.
[abs] [pdf]

Decision Tree for Dynamic and Uncertain Data Streams
Chunquan Liang, Yang Zhang, and Qun Song; 13:209-224, 2010.
[abs] [pdf]

Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
Albert Bifet, Eibe Frank, Geoffrey Holmes, and Bernhard Pfahringer; 13:225-240, 2010.
[abs] [pdf]

Mining Recurring Concept Drifts with Limited Labeled Streaming Data
Peipei Li, Xindong Wu, and Xuegang Hu; 13:241-252, 2010.
[abs] [pdf]

Hierarchical Convex NMF for Clustering Massive Data
Kristian Kersting, Mirwaes Wahabzada, Christian Thurau, and Christian Bauckhage; 13:253-268, 2010.
[abs] [pdf]

Multi-task Learning for Recommender System
Xia Ning and George Karypis; 13:269-284, 2010.
[abs] [pdf]

Adaptive Step-size Policy Gradients with Average Reward Metric
Takamitsu Matsubara, Tetsuro Morimura, and Jun Morimoto; 13:285-298, 2010.
[abs] [pdf]

Finite-sample Analysis of Bellman Residual Minimization
Odalric-Ambrym Maillard, Remi Munos, Alessandro Lazaric, and Mohammad Ghavamzadeh; 13:299-314, 2010.
[abs] [pdf]

A Study of Approximate Inference in Probabilistic Relational Models
Fabian Kaelin and Doina Precup; 13:315-330, 2010.
[abs] [pdf]

Conceptual Imitation Learning: An Application to Human-robot Interaction
Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Mostafa Ajallooeian, Babak Araabi, and Hadi Moradi; 13:331-346, 2010.
[abs] [pdf]




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