- Preface
- Masashi Sugiyama and Qiang Yang;
13:i-xiv, 2010.
[pdf]
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- Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models
- Aapo Hyvarinen;
13:1-16, 2010.
[abs]
[pdf]
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- Learning Polyhedral Classifiers Using Logistic Function
- Naresh Manwani and P. S. Sastry;
13:17-30, 2010.
[abs]
[pdf]
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- Ellipsoidal Support Vector Machines
- Michinari Momma, Kohei Hatano, and Hiroki Nakayama;
13:31-46, 2010.
[abs]
[pdf]
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- Minimum Conditional Entropy Clustering: A Discriminative Framework for Clustering
- Bo Dai and Baogang Hu;
13:47-62, 2010.
[abs]
[pdf]
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- Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation
- Han Xiao and Thomas Stibor;
13:63-78, 2010.
[abs]
[pdf]
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- Variational Relevance Vector Machine for Tabular Data
- Dmitry Kropotov, Dmitry Vetrov, Lior Wolf, and Tal Hassner;
13:79-94, 2010.
[abs]
[pdf]
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- Hierarchical Gaussian Process Regression
- Sunho Park and Seungjin Choi;
13:95-110, 2010.
[abs]
[pdf]
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- Content-based Image Retrieval with Multinomial Relevance Feedback
- Dorota Glowacka and John Shawe-Taylor;
13:111-125, 2010.
[abs]
[pdf]
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- The Coding Divergence for Measuring the Complexity of Separating Two Sets
- Mahito Sugiyama and Akihiro Yamamoto;
13:127-143, 2010.
[abs]
[pdf]
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- Single versus Multiple Sorting in All Pairs Similarity Search
- Yasuo Tabei, Takeaki Uno, Masashi Sugiyama, and Koji Tsuda;
13:145-160, 2010.
[abs]
[pdf]
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- 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]
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- Exploiting the High Predictive Power of Multi-class Subgroups
- Tarek Abudawood and Peter Flach;
13:177-192, 2010.
[abs]
[pdf]
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- Generative Models of Information Diffusion with Asynchronous Timedelay
- Kazumi Saito, Masahiro Kimura, Kouzou Ohara, and Hiroshi Motoda;
13:193-208, 2010.
[abs]
[pdf]
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- Decision Tree for Dynamic and Uncertain Data Streams
- Chunquan Liang, Yang Zhang, and Qun Song;
13:209-224, 2010.
[abs]
[pdf]
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- 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]
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- Mining Recurring Concept Drifts with Limited Labeled Streaming Data
- Peipei Li, Xindong Wu, and Xuegang Hu;
13:241-252, 2010.
[abs]
[pdf]
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- Hierarchical Convex NMF for Clustering Massive Data
- Kristian Kersting, Mirwaes Wahabzada, Christian Thurau,
and Christian Bauckhage;
13:253-268, 2010.
[abs]
[pdf]
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- Multi-task Learning for Recommender System
- Xia Ning and George Karypis;
13:269-284, 2010.
[abs]
[pdf]
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- Adaptive Step-size Policy Gradients with Average Reward Metric
- Takamitsu Matsubara, Tetsuro Morimura, and Jun Morimoto;
13:285-298, 2010.
[abs]
[pdf]
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- Finite-sample Analysis of Bellman Residual Minimization
- Odalric-Ambrym Maillard, Remi Munos, Alessandro Lazaric, and Mohammad Ghavamzadeh;
13:299-314, 2010.
[abs]
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- A Study of Approximate Inference in Probabilistic Relational Models
- Fabian Kaelin and Doina Precup;
13:315-330, 2010.
[abs]
[pdf]
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- 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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