



























[edit]
[edit]
Editors: Steven C. H. Hoi, Wray Buntine
Preface
; Proceedings of the Asian Conference on Machine Learning, PMLR 25:i-xvii
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
Learning Latent Variable Models by Pairwise Cluster Comparison
Nuaman Asbeh, Boaz Lerner; Proceedings of the Asian Conference on Machine Learning, PMLR 25:33-48
[abs][Download PDF]
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
[abs][Download PDF]
A Coupled Indian Buffet Process Model for Collaborative Filtering
Sotirios P. Chatzis; Proceedings of the Asian Conference on Machine Learning, PMLR 25:65-79
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
A Stochastic Bandit Algorithm for Scratch Games
Raphaël Féraud, Tanguy Urvoy; Proceedings of the Asian Conference on Machine Learning, PMLR 25:129-143
[abs][Download PDF]
Max-Margin Ratio Machine
Suicheng Gu, Yuhong Guo; Proceedings of the Asian Conference on Machine Learning, PMLR 25:145-157
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
Variational Bayesian Matching
Arto Klami; Proceedings of the Asian Conference on Machine Learning, PMLR 25:205-220
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
Improved Sequence Classification Using Adaptive Segmental Sequence Alignment
Shahriar Shariat, Vladimir Pavlovic; Proceedings of the Asian Conference on Machine Learning, PMLR 25:379-394
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
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
[abs][Download PDF]
Multi-Stage Classifier Design
Kirill Trapeznikov, Venkatesh Saligrama, David Castañón; Proceedings of the Asian Conference on Machine Learning, PMLR 25:459-474
[abs][Download PDF]
Conditional Validity of Inductive Conformal Predictors
Vladimir Vovk; Proceedings of the Asian Conference on Machine Learning, PMLR 25:475-490
[abs][Download PDF]
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
[abs][Download PDF]
Multi-objective Monte-Carlo Tree Search
Weijia Wang, Michèle Sebag; Proceedings of the Asian Conference on Machine Learning, PMLR 25:507-522
[abs][Download PDF]
Practical Large Scale Classification with Additive Kernels
Hao Yang, Jianxin Wu; Proceedings of the Asian Conference on Machine Learning, PMLR 25:523-538
[abs][Download PDF]
Online Rank Aggregation
Shota Yasutake, Kohei Hatano, Eiji Takimoto, Masayuki Takeda; Proceedings of the Asian Conference on Machine Learning, PMLR 25:539-553
[abs][Download PDF]
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
[abs][Download PDF]
此内容由惯性聚合(RSS阅读器)自动聚合整理,仅供阅读参考。 原文来自 — 版权归原作者所有。