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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 95: Asian Conference on Machine Learning, 14-16 November 2018,

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Editors: Jun Zhu, Ichiro Takeuchi

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Preface

; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:i-xiv

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Deep Correlation Structure Preserved Label Space Embedding for Multi-label Classification

Kaixiang Wang, Ming Yang, Wanqi Yang, YiLong Yin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:1-16

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Co-regularized Multi-view Subspace Clustering

Hong Yu, Tiantian Zhang, Yahong Lian, Yu Cai; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:17-32

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Feature-correlation-aware Gaussian Process Latent Variable Model

Ping Li, Songcan Chen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:33-48

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RDEC: Integrating Regularization into Deep Embedded Clustering for Imbalanced Datasets

Yaling Tao, Kentaro Takagi, Kouta Nakata; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:49-64

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Structured Gaussian Processes with Twin Multiple Kernel Learning

Çiğdem Ak, Önder Ergönül, Mehmet Gönen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:65-80

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End-to-End Learning of Multi-scale Convolutional Neural Network for Stereo Matching

Li Zhang, Quanhong Wang, Haihua Lu, Yong Zhao; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:81-96

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Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach

Yifan Guo, Weixian Liao, Qianlong Wang, Lixing Yu, Tianxi Ji, Pan Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:97-112

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Learning Selfie-Friendly Abstraction from Artistic Style Images

Yicun Liu, Jimmy Ren, Jianbo Liu, Xiaohao Chen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:113-128

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Clustering Induced Kernel Learning

Khanh Nguyen, Nhan Dam, Trung Le, Tu Dinh Nguyen, Dinh Phung; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:129-144

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Joint Patch-Group Based Sparse Representation for Image Inpainting

Zhiyuan Zha, Xin Yuan, Bihan Wen, Jiantao Zhou, Ce Zhu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:145-160

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CHS-NET: A Cascaded Neural Network with Semi-Focal Loss for Mitosis Detection

Yanbo Ma, Jiarui Sun, Qiuhao Zhou, Kaili Cheng, Xuesong Chen, Yong Zhao; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:161-175

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Hypernetwork-based Implicit Posterior Estimation and Model Averaging of CNN

Kenya Ukai, Takashi Matsubara, Kuniaki Uehara; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:176-191

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Distinguishing Question Subjectivity from Difficulty for Improved Crowdsourcing

Yuan Jin, Mark Carman, Ye Zhu, Wray Buntine; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:192-207

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Discriminative Feature Representation for Person Re-identification by Batch-contrastive Loss

Guopeng Zhang, Jinhua Xu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:208-219

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Person Re-identification by Mid-level Attribute and Part-based Identity Learning

Guopeng Zhang, Jinhua Xu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:220-231

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Clustering Uncertain Graphs with Node Attributes

Yafang Li, Xiangnan Kong, Caiyan Jia, Jianqiang Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:232-247

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End-to-End Time Series Imputation via Residual Short Paths

Lifeng Shen, Qianli Ma, Sen Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:248-263

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A Scalable Heterogeneous Parallel SOM Based on MPI/CUDA

Yao Liu, Jun Sun, Qing Yao, Su Wang, Kai Zheng, Yan Liu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:264-279

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Making Classifier Chains Resilient to Class Imbalance

Bin Liu, Grigorios Tsoumakas; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:280-295

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Underwater Image Restoration Based on Convolutional Neural Network

Yan Hu, Keyan Wang, Xi Zhao, Hui Wang, Yunsong Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:296-311

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Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification

Chih-Yang Hsia, Wei-Lin Chiang, Chih-Jen Lin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:312-326

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Deep Fully-Connected Part-Based Models for Human Pose Estimation

Rodrigo de Bem, Anurag Arnab, Stuart Golodetz, Michael Sapienza, Philip Torr; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:327-342

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A Faster Sampling Algorithm for Spherical $k$-means

Rameshwar Pratap, Anup Deshmukh, Pratheeksha Nair, Tarun Dutt; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:343-358

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Batch Normalized Deep Boltzmann Machines

Hung Vu, Tu Dinh Nguyen, Trung Le, Wei Luo, Dinh Phung; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:359-374

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Unsupervised Heterogeneous Domain Adaptation with Sparse Feature Transformation

Chen Shen, Yuhong Guo; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:375-390

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Adversarial TableQA: Attention Supervision for Question Answering on Tables

Minseok Cho, Reinald Kim Amplayo, Seung-won Hwang, Jonghyuck Park; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:391-406

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Concorde: Morphological Agreement in Conversational Models

Daniil Polykovskiy, Dmitry Soloviev, Sergey Nikolenko; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:407-421

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ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks

Iurii Kemaev, Daniil Polykovskiy, Dmitry Vetrov; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:422-437

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Extracting Invariant Features From Images Using An Equivariant Autoencoder

Denis Kuzminykh, Daniil Polykovskiy, Alexander Zhebrak; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:438-453

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Stock Price Prediction Using Attention-based Multi-Input LSTM

Hao Li, Yanyan Shen, Yanmin Zhu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:454-469

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Who Are Raising Their Hands? Hand-Raiser Seeking Based on Object Detection and Pose Estimation

Huayi Zhou, Fei Jiang, Ruimin Shen; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:470-485

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ZoomNet: Deep Aggregation Learning for High-Performance Small Pedestrian Detection

Chong Shang, Haizhou Ai, Zijie Zhuang, Long Chen, Junliang Xing; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:486-501

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Collaboratively Weighting Deep and Classic Representation via $l_2$ Regularization for Image Classification

Shaoning Zeng, Bob Zhang, Yanghao Zhang, Jianping Gou; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:502-517

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Character-based BiLSTM-CRF Incorporating POS and Dictionaries for Chinese Opinion Target Extraction

Yanzeng Li, Tingwen Liu, Diying Li, Quangang Li, Jinqiao Shi, Yanqiu Wang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:518-533

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Adversarial Neural Machine Translation

Lijun Wu, Yingce Xia, Fei Tian, Li Zhao, Tao Qin, Jianhuang Lai, Tie-Yan Liu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:534-549

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Deep Embedded Clustering with Data Augmentation

Xifeng Guo, En Zhu, Xinwang Liu, Jianping Yin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:550-565

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Cartoon-to-Photo Facial Translation with Generative Adversarial Networks

Junhong Huang, Mingkui Tan, Yuguang Yan, Chunmei Qing, Qingyao Wu, Zhuliang Yu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:566-581

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CCNet: Cluster-Coordinated Net for Learning Multi-agent Communication Protocols with Reinforcement Learning

Xin Wen, Zheng-Jun Zha, Zilei Wang, Liansheng Zhuang, Houqiang Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:582-597

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Construction of Incoherent Dictionaries via Direct Babel Function Minimization

Huan Li, Zhouchen Lin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:598-613

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Optimization Algorithm Inspired Deep Neural Network Structure Design

Huan Li, Yibo Yang, Dongmin Chen, Zhouchen Lin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:614-629

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A Self-Attentive Hierarchical Model for Jointly Improving Text Summarization and Sentiment Classification

Hongli Wang, Jiangtao Ren; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:630-645

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SecureNets: Secure Inference of Deep Neural Networks on an Untrusted Cloud

Xuhui Chen, Jinlong Ji, Lixing Yu, Changqing Luo, Pan Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:646-661

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Deep Multi-instance Learning with Dynamic Pooling

Yongluan Yan, Xinggang Wang, Xiaojie Guo, Jiemin Fang, Wenyu Liu, Junzhou Huang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:662-677

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A Data Driven Approach to Predicting Rating Scores for New Restaurants

Xiaochen Wang, Yanyan Shen, Yanmin Zhu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:678-693

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Profitable Bandits

Mastane Achab, Stephan Clémençon, Aurélien Garivier; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:694-709

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Fast Randomized PCA for Sparse Data

Xu Feng, Yuyang Xie, Mingye Song, Wenjian Yu, Jie Tang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:710-725

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Boosting Dynamic Programming with Neural Networks for Solving NP-hard Problems

Feidiao Yang, Tiancheng Jin, Tie-Yan Liu, Xiaoming Sun, Jialin Zhang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:726-739

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Efficient Mechanisms for Peer Grading and Dueling Bandits

Chuang-Chieh Lin, Chi-Jen Lu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:740-755

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A Joint Selective Mechanism for Abstractive Sentence Summarization

Junjie Fu, Gongshen Liu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:756-769

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Fast Dynamic Convolutional Neural Networks for Visual Tracking

Zhiyan Cui, Na Lu, Xue Jing, Xiahao Shi; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:770-785

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RICAP: Random Image Cropping and Patching Data Augmentation for Deep CNNs

Ryo Takahashi, Takashi Matsubara, Kuniaki Uehara; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:786-798

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An Empirical Evaluation of Sketched SVD and its Application to Leverage Score Ordering

Hui Han Chin, Paul Pu Liang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:799-814

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ASVRG: Accelerated Proximal SVRG

Fanhua Shang, Licheng Jiao, Kaiwen Zhou, James Cheng, Yan Ren, Yufei Jin; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:815-830

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Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction

Junyuan Shang, Shenda Hong, Yuxi Zhou, Meng Wu, Hongyan Li; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:831-846

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TVT: Two-View Transformer Network for Video Captioning

Ming Chen, Yingming Li, Zhongfei Zhang, Siyu Huang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:847-862

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Refining Synthetic Images with Semantic Layouts by Adversarial Training

Tongtong Zhao, Yuxiao Yan, JinJia Peng, HaoHui Wei, Xianping Fu; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:863-878

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Relative Attribute Learning with Deep Attentive Cross-image Representation

Zeshang Zhang, Yingming Li, Zhongfei Zhang; Proceedings of The 10th Asian Conference on Machine Learning, PMLR 95:879-892

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