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Proceedings of Machine Learning Research

Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research Proceedings of Machine Learning Research
Proceedings of Machine Learning Research
PMLR · 2026-06-02 · via Proceedings of Machine Learning Research

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Volume 13: Proceedings of 2nd Asian Conference on Machine Learning, 8-10 November 2010, Tokyo, Japan

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Editors: Masashi Sugiyama, Qiang Yang

[bib][citeproc]

Contents:

  • Preface
  • Accepted Papers

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Preface

Preface

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

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Accepted Papers

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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