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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 45: Asian Conference on Machine Learning, 20-22 November 2015, Hong Kong

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Editors: Geoffrey Holmes, Tie-Yan Liu

[bib][citeproc]

Contents:

  • Preface
  • Accepted Papers

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Preface

Preface

; Asian Conference on Machine Learning, PMLR 45:i-xx

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Accepted Papers

Geometry-Aware Principal Component Analysis for Symmetric Positive Definite Matrices

Inbal Horev, Florian Yger, Masashi Sugiyama; Asian Conference on Machine Learning, PMLR 45:1-16

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Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension

Ata Kaban; Asian Conference on Machine Learning, PMLR 45:17-32

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Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities

Hiroaki Sasaki, Voot Tangkaratt, Masashi Sugiyama; Asian Conference on Machine Learning, PMLR 45:33-48

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Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias

Yohei Kondo, Shin-ichi Maeda, Kohei Hayashi; Asian Conference on Machine Learning, PMLR 45:49-64

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A New Look at Nearest Neighbours: Identifying Benign Input Geometries via Random Projections

Ata Kaban; Asian Conference on Machine Learning, PMLR 45:65-80

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Consistency of structured output learning with missing labels

Kostiantyn Antoniuk, Vojtech Franc, Vaclav Hlavac; Asian Conference on Machine Learning, PMLR 45:81-95

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Maximum Margin Partial Label Learning

Fei Yu, Min-Ling Zhang; Asian Conference on Machine Learning, PMLR 45:96-111

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Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction

Xiaowei Zhang, Li Cheng, Tingshao Zhu; Asian Conference on Machine Learning, PMLR 45:112-126

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Data-Guided Approach for Learning and Improving User Experience in Computer Networks

Yanan Bao, Xin Liu, Amit Pande; Asian Conference on Machine Learning, PMLR 45:127-142

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A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes

Liqiang Niu, Xin-Yu Dai, Shujian Huang, Jiajun Chen; Asian Conference on Machine Learning, PMLR 45:143-156

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Preference Relation-based Markov Random Fields for Recommender Systems

Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang; Asian Conference on Machine Learning, PMLR 45:157-172

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Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach

Bin Li, Julia Yu, Jie Zhang, Bin Ke; Asian Conference on Machine Learning, PMLR 45:173-188

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Improving Sybil Detection via Graph Pruning and Regularization Techniques

Huanhuan Zhang, Jie Zhang, Carol Fung, Chang Xu; Asian Conference on Machine Learning, PMLR 45:189-204

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Proximal Average Approximated Incremental Gradient Method for Composite Penalty Regularized Empirical Risk Minimization

Yiu-ming Cheung, Jian Lou; Asian Conference on Machine Learning, PMLR 45:205-220

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Class-prior Estimation for Learning from Positive and Unlabeled Data

Marthinus Christoffel, Gang Niu, Masashi Sugiyama; Asian Conference on Machine Learning, PMLR 45:221-236

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Streaming Variational Inference for Dirichlet Process Mixtures

Viet Huynh, Dinh Phung, Svetha Venkatesh; Asian Conference on Machine Learning, PMLR 45:237-252

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Expectation Propagation for Rectified Linear Poisson Regression

Young-Jun Ko, Matthias W. Seeger; Asian Conference on Machine Learning, PMLR 45:253-268

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Curriculum Learning of Bayesian Network Structures

Yanpeng Zhao, Yetian Chen, Kewei Tu, Jin Tian; Asian Conference on Machine Learning, PMLR 45:269-284

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Continuous Target Shift Adaptation in Supervised Learning

Tuan Duong Nguyen, Marthinus Christoffel, Masashi Sugiyama; Asian Conference on Machine Learning, PMLR 45:285-300

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Surrogate regret bounds for generalized classification performance metrics

Wojciech Kotlowski, Krzysztof Dembczyński; Asian Conference on Machine Learning, PMLR 45:301-316

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Budgeted Bandit Problems with Continuous Random Costs

Yingce Xia, Wenkui Ding, Xu-Dong Zhang, Nenghai Yu, Tao Qin; Asian Conference on Machine Learning, PMLR 45:317-332

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Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation

Tingting Zhao, Gang Niu, Ning Xie, Jucheng Yang, Masashi Sugiyama; Asian Conference on Machine Learning, PMLR 45:333-348

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Statistical Unfolded Logic Learning

Wang-Zhou Dai, Zhi-Hua Zhou; Asian Conference on Machine Learning, PMLR 45:349-361

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Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering

Le Shu, Longin Jan Latecki; Asian Conference on Machine Learning, PMLR 45:362-377

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Autoencoder Trees

Ozan İrsoy, Ethem Alpaydin; Asian Conference on Machine Learning, PMLR 45:378-390

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Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models

Adepu Ravi Sankar, Vineeth N Balasubramanian; Asian Conference on Machine Learning, PMLR 45:391-406

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One-Pass Multi-View Learning

Yue Zhu, Wei Gao, Zhi-Hua Zhou; Asian Conference on Machine Learning, PMLR 45:407-422

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Largest Source Subset Selection for Instance Transfer

Shuang Zhou, Gijs Schoenmakers, Evgueni Smirnov, Ralf Peeters, Kurt Driessens, Siqi Chen; Asian Conference on Machine Learning, PMLR 45:423-438

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