Contents:

• Preface
• Accepted Papers

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Preface

; Proceedings of the Asian Conference on Machine Learning, PMLR 20:i-xii

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Improving Policy Gradient Estimates with Influence Information

Jervis Pinto, Alan Fern, Tim Bauer, Martin Erwig; Proceedings of the Asian Conference on Machine Learning, PMLR 20:1-18

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Continuous Rapid Action Value Estimates

Adrien Couëtoux, Mario Milone, Mátyás Brendel, Hassan Doghmen, Michèle Sebag, Olivier Teytaud; Proceedings of the Asian Conference on Machine Learning, PMLR 20:19-31

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Nonlinear Online Classification Algorithm with Probability Margin

Mingmin Chi, Huijun He, Wenqiang Zhang; Proceedings of the Asian Conference on Machine Learning, PMLR 20:33-46

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Learning to Locate Relative Outliers

Shukai Li, Ivor W. Tsang; Proceedings of the Asian Conference on Machine Learning, PMLR 20:47-62

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Microbagging Estimators: An Ensemble Approach to Distance-weighted Classifiers

Blaine Nelson, Battista Biggio, Pavel Laskov; Proceedings of the Asian Conference on Machine Learning, PMLR 20:63-79

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Bayesian Inference for Statistical Abduction Using Markov Chain Monte Carlo

Masakuzu Ishihata, Taisuke Sato; Proceedings of the Asian Conference on Machine Learning, PMLR 20:81-96

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Support Vector Machines Under Adversarial Label Noise

Battista Biggio, Blaine Nelson, Pavel Laskov; Proceedings of the Asian Conference on Machine Learning, PMLR 20:97-112

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A General Linear Non-Gaussian State-Space Model: Identifiability, Identification, and Applications

Kun Zhang, Aapo Hyvärinen; Proceedings of the Asian Conference on Machine Learning, PMLR 20:113-128

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Unsupervised Multiple Kernel Learning

Jinfeng Zhuang, Jialei Wang, Steven C. H. Hoi, Xiangyang Lan; Proceedings of the Asian Conference on Machine Learning, PMLR 20:129-144

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Quadratic Weighted Automata:Spectral Algorithm and Likelihood Maximization

Raphael Bailly; Proceedings of the Asian Conference on Machine Learning, PMLR 20:147-163

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Approximate Model Selection for Large Scale LSSVM

Lizhong Ding, Shizhong Liao; Proceedings of the Asian Conference on Machine Learning, PMLR 20:165-180

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Learning low-rank output kernels

Francesco Dinuzzo, Kenji Fukumizu; Proceedings of the Asian Conference on Machine Learning, PMLR 20:181-196

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Learning Rules from Incomplete Examples via Implicit Mention Models

Janardhan Rao Doppa, Mohammad Shahed Sorower, Mohammad Nasresfahani, Jed Irvine, Walker Orr, Thomas G. Dietterich, Xiaoli Fern, Prasad Tadepalli; Proceedings of the Asian Conference on Machine Learning, PMLR 20:197-212

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Mixed-Variate Restricted Boltzmann Machines

Truyen Tran, Dinh Phung, Svetha Venkatesh; Proceedings of the Asian Conference on Machine Learning, PMLR 20:213-229

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Robust Generation of Dynamical Patterns in Human Motion by a Deep Belief Nets

Sainbaya Sukhbaatar, Takaki Makino, Kazuyuki Aihara, Takashi Chikayama; Proceedings of the Asian Conference on Machine Learning, PMLR 20:231-246

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Computationally Efficient Sufficient Dimension Reduction via Squared-Loss Mutual Information

Makoto Yamada, Gang Niu, Jun Takagi, Masashi Sugiyama; Proceedings of the Asian Conference on Machine Learning, PMLR 20:247-262

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Learning Attribute-weighted Voter Model over Social Networks

Yuki Yamagishi, Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda; Proceedings of the Asian Conference on Machine Learning, PMLR 20:263-280

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Multi-label Classification with Error-correcting Codes

Chung-Sung Ferng, Hsuan-Tien Lin; Proceedings of the Asian Conference on Machine Learning, PMLR 20:281-295

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Estimating Diffusion Probability Changes for AsIC-SIS Model from Information Diffusion Results

Akihiro Koide, Kazumi Saito, Kouzou Ohara, Masahiro Kimura, Hiroshi Motoda; Proceedings of the Asian Conference on Machine Learning, PMLR 20:297-313

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Multi-label Active Learning with Auxiliary Learner

Chen-Wei Hung, Hsuan-Tien Lin; Proceedings of the Asian Conference on Machine Learning, PMLR 20:315-332

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Acceleration Technique for Boosting Classification and its Application to Face Detection

Masanori Kawakita, Ryota Izumi, Jun'ichi Takeuchi, Yi Hu, Tetsuya Takamori, Hirokazu Kameyama; Proceedings of the Asian Conference on Machine Learning, PMLR 20:335-349

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Summarization of Yes/No Questions Using a Feature Function Model

Jing He, Decheng Dai; Proceedings of the Asian Conference on Machine Learning, PMLR 20:351-366

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Mapping Kernels Defined Over Countably Infinite Mapping Systems and their Application

Kilho Shin; Proceedings of the Asian Conference on Machine Learning, PMLR 20:367-382

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