Preface

Steven C. H. Hoi, Wray Buntine; Proceedings of the Asian Conference on Machine Learning, PMLR 25:i-xvii

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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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