Preface

Masashi Sugiyama, Qiang Yang; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:i-xiv

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Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models

Aapo Hyvarinen; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:1-16

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Learning Polyhedral Classifiers Using Logistic Function

Naresh Manwani, P. S. Sastry; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:17-30

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Ellipsoidal Support Vector Machines

Michinari Momma, Kohei Hatano, Hiroki Nakayama; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:31-46

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Minimum Conditional Entropy Clustering: A Discriminative Framework for Clustering

Bo Dai, Baogang Hu; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:47-62

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Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation

Han Xiao, Thomas Stibor; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:63-78

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Variational Relevance Vector Machine for Tabular Data

Dmitry Kropotov, Dmitry Vetrov, Lior Wolf, Tal Hassner; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:79-94

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Hierarchical Gaussian Process Regression

Sunho Park, Seungjin Choi; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:95-110

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Content-based Image Retrieval with Multinomial Relevance Feedback

Dorota Glowacka, John Shawe-Taylor; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:111-125

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The Coding Divergence for Measuring the Complexity of Separating Two Sets

Mahito Sugiyama, Akihiro Yamamoto; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:127-143

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Single versus Multiple Sorting in All Pairs Similarity Search

Yasuo Tabei, Takeaki Uno, Masashi Sugiyama, Koji Tsuda; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:145-160

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An EM Algorithm on BDDs with Order Encoding for Logic-based Probabilistic Models

Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato, Shin-ichi Minato; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:161-176

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Exploiting the High Predictive Power of Multi-class Subgroups

Tarek Abudawood, Peter Flach; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:177-192

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Generative Models of Information Diffusion with Asynchronous Timedelay

Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:193-208

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Decision Tree for Dynamic and Uncertain Data Streams

Chunquan Liang, Yang Zhang, Qun Song; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:209-224

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Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking

Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:225-240

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Mining Recurring Concept Drifts with Limited Labeled Streaming Data

Peipei Li, Xindong Wu, Xuegang Hu; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:241-252

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Hierarchical Convex NMF for Clustering Massive Data

Kristian Kersting, Mirwaes Wahabzada, Christian Thurau, Christian Bauckhage; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:253-268

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Multi-task Learning for Recommender System

Xia Ning, George Karypis; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:269-284

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Adaptive Step-size Policy Gradients with Average Reward Metric

Takamitsu Matsubara, Tetsuro Morimura, Jun Morimoto; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:285-298

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Finite-sample Analysis of Bellman Residual Minimization

Odalric-Ambrym Maillard, Remi Munos, Alessandro Lazaric, Mohammad Ghavamzadeh; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:299-314

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A Study of Approximate Inference in Probabilistic Relational Models

Fabian Kaelin, Doina Precup; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:315-330

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Conceptual Imitation Learning: An Application to Human-robot Interaction

Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Mostafa Ajallooeian, Babak Araabi, Hadi Moradi; Proceedings of 2nd Asian Conference on Machine Learning, PMLR 13:331-346

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