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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 25: Asian Conference on Machine Learning, 4-6 November 2012, Singapore Management University, Singapore

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Editors: Steven C. H. Hoi, Wray Buntine

[bib][citeproc]

Contents:

  • Preface
  • Accepted Papers

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Preface

Preface

; Proceedings of the Asian Conference on Machine Learning, PMLR 25:i-xvii

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Accepted Papers

A Note on Metric Properties for Some Divergence Measures: The Gaussian Case

Karim T. Abou-Moustafa, Frank P. Ferrie; Proceedings of the Asian Conference on Machine Learning, PMLR 25:1-15

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Multiresolution Mixture Modeling using Merging of Mixture Components

Prem Raj Adhikari, Jaakko Hollmén; Proceedings of the Asian Conference on Machine Learning, PMLR 25:17-32

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Learning Latent Variable Models by Pairwise Cluster Comparison

Nuaman Asbeh, Boaz Lerner; Proceedings of the Asian Conference on Machine Learning, PMLR 25:33-48

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Local Kernel Density Ratio-Based Feature Selection for Outlier Detection

Fatemeh Azmandian, Jennifer G. Dy, Javed A. Aslam, David R. Kaeli; Proceedings of the Asian Conference on Machine Learning, PMLR 25:49-64

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A Coupled Indian Buffet Process Model for Collaborative Filtering

Sotirios P. Chatzis; Proceedings of the Asian Conference on Machine Learning, PMLR 25:65-79

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A Ranking-based KNN Approach for Multi-Label Classification

Tsung-Hsien Chiang, Hung-Yi Lo, Shou-De Lin; Proceedings of the Asian Conference on Machine Learning, PMLR 25:81-96

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AIC and BIC based approaches for SVM parameter value estimation with RBF kernels

Sergey Demyanov, James Bailey, Kotagiri Ramamohanarao, Christopher Leckie; Proceedings of the Asian Conference on Machine Learning, PMLR 25:97-112

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Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection

Wentao Fan, Nizar Bouguila; Proceedings of the Asian Conference on Machine Learning, PMLR 25:113-128

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A Stochastic Bandit Algorithm for Scratch Games

Raphaël Féraud, Tanguy Urvoy; Proceedings of the Asian Conference on Machine Learning, PMLR 25:129-143

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Max-Margin Ratio Machine

Suicheng Gu, Yuhong Guo; Proceedings of the Asian Conference on Machine Learning, PMLR 25:145-157

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Learning Temporal Association Rules on Symbolic Time Sequences

Mathieu Guillame-Bert, James L. Crowley; Proceedings of the Asian Conference on Machine Learning, PMLR 25:159-174

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More Is Better: Large Scale Partially-supervised Sentiment Classification

Yoav Haimovitch, Koby Crammer, Shie Mannor; Proceedings of the Asian Conference on Machine Learning, PMLR 25:175-190

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Frustratingly Simplified Deployment in WLAN Localization by Learning from Route Annotation

Ryoma Kawajiri, Masamichi Shimosaka, Rui Fukui, Tonomasa Sato; Proceedings of the Asian Conference on Machine Learning, PMLR 25:191-204

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Variational Bayesian Matching

Arto Klami; Proceedings of the Asian Conference on Machine Learning, PMLR 25:205-220

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Active Learning with Hinted Support Vector Machine

Chun-Liang Li, Chun-Sung Ferng, Hsuan-Tien Lin; Proceedings of the Asian Conference on Machine Learning, PMLR 25:221-235

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A Convex-Concave Relaxation Procedure Based Subgraph Matching Algorithm

Zhi-Yong Liu, Hong Qiao; Proceedings of the Asian Conference on Machine Learning, PMLR 25:237-252

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Key Instance Detection in Multi-Instance Learning

Guoqing Liu, Jianxin Wu, Zhi-Hua Zhou; Proceedings of the Asian Conference on Machine Learning, PMLR 25:253-268

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On Using Nearly-Independent Feature Families for High Precision and Confidence

Omid Madani, Manfred Georg, David A. Ross; Proceedings of the Asian Conference on Machine Learning, PMLR 25:269-284

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Learning and Model-Checking Networks of I/O Automata

Hua Mao, Manfred Jaeger; Proceedings of the Asian Conference on Machine Learning, PMLR 25:285-300

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Sparse Additive Matrix Factorization for Robust PCA and Its Generalization

Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan; Proceedings of the Asian Conference on Machine Learning, PMLR 25:301-316

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Statistical Models for Exploring Individual Email Communication Behavior

Nicholas Navaroli, Christopher DuBois, Padhraic Smyth; Proceedings of the Asian Conference on Machine Learning, PMLR 25:317-332

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QBoost: Large Scale Classifier Training withAdiabatic Quantum Optimization

Hartmut Neven, Vasil S. Denchev, Geordie Rose, William G. Macready; Proceedings of the Asian Conference on Machine Learning, PMLR 25:333-348

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Recovering Networks from Distance Data

Sandhya Prabhakaran, Karin J. Metzner, Alexander Böhm, Volker Roth; Proceedings of the Asian Conference on Machine Learning, PMLR 25:349-364

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Topographic Analysis of Correlated Components

Hiroaki Sasaki, Michael U. Gutmann, Hayaru Shouno, Aapo Hyvärinen; Proceedings of the Asian Conference on Machine Learning, PMLR 25:365-378

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Improved Sequence Classification Using Adaptive Segmental Sequence Alignment

Shahriar Shariat, Vladimir Pavlovic; Proceedings of the Asian Conference on Machine Learning, PMLR 25:379-394

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Supervised Dimension Reduction with Topic Models

Khoat Than, Tu Bao Ho, Duy Khuong Nguyen, Ngoc Khanh Pham; Proceedings of the Asian Conference on Machine Learning, PMLR 25:395-410

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Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis

Truyen Tran, Dinh Phung, Svetha Venkatesh; Proceedings of the Asian Conference on Machine Learning, PMLR 25:411-426

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Learning From Ordered Sets and Applications in Collaborative Ranking

Truyen Tran, Dinh Phung, Svetha Venkatesh; Proceedings of the Asian Conference on Machine Learning, PMLR 25:427-442

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Two-way Parallel Class Expression Learning

An C. Tran, Jens Dietrich, Hans W. Guesgen, Stephen Marsland; Proceedings of the Asian Conference on Machine Learning, PMLR 25:443-458

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Multi-Stage Classifier Design

Kirill Trapeznikov, Venkatesh Saligrama, David Castañón; Proceedings of the Asian Conference on Machine Learning, PMLR 25:459-474

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Conditional Validity of Inductive Conformal Predictors

Vladimir Vovk; Proceedings of the Asian Conference on Machine Learning, PMLR 25:475-490

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Spatial Locality-Aware Sparse Coding and Dictionary Learning

Jiang Wang, Junsong Yuan, Zhouyuan Chen, Ying Wu; Proceedings of the Asian Conference on Machine Learning, PMLR 25:491-505

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Multi-objective Monte-Carlo Tree Search

Weijia Wang, Michèle Sebag; Proceedings of the Asian Conference on Machine Learning, PMLR 25:507-522

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Practical Large Scale Classification with Additive Kernels

Hao Yang, Jianxin Wu; Proceedings of the Asian Conference on Machine Learning, PMLR 25:523-538

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Online Rank Aggregation

Shota Yasutake, Kohei Hatano, Eiji Takimoto, Masayuki Takeda; Proceedings of the Asian Conference on Machine Learning, PMLR 25:539-553

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Multi-view Positive and Unlabeled Learning

Joey Tianyi Zhou, Sinno Jialin Pan, Qi Mao, Ivor W. Tsang; Proceedings of the Asian Conference on Machine Learning, PMLR 25:555-570

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