| 2014 | A Fast Hierarchical Alternating Least Squares Algorithm for Orthogonal Nonnegative Matrix Factorization. Keigo Kimura, Yuzuru Tanaka, Mineichi Kudo |
| 2014 | A UCB-Like Strategy of Collaborative Filtering. Atsuyoshi Nakamura |
| 2014 | Bibliographic Analysis with the Citation Network Topic Model. Kar Wai Lim, Wray L. Buntine |
| 2014 | Dual online inference for latent Dirichlet allocation. Khoat Than, Tung Doan |
| 2014 | Efficient Sample Mining for Object Detection. Olivier Canévet, François Fleuret |
| 2014 | Ensembles for Time Series Forecasting. Mariana Oliveira, Luís Torgo |
| 2014 | Interval Insensitive Loss for Ordinal Classification. Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác |
| 2014 | Learning with Augmented Multi-Instance View. Yue Zhu, Jianxin Wu, Yuan Jiang, Zhi-Hua Zhou |
| 2014 | Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings. Xiao-Lei Zhang |
| 2014 | Online Passive Aggressive Active Learning and Its Applications. Jing Lu, Peilin Zhao, Steven C. H. Hoi |
| 2014 | Online matrix prediction for sparse loss matrices. Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto, Koji Tsuda |
| 2014 | Ordinal Random Fields for Recommender Systems. Shaowu Liu, Truyen Tran, Gang Li |
| 2014 | Polya-gamma augmentations for factor models. Arto Klami |
| 2014 | Preface. Dinh Q. Phung, Hang Li |
| 2014 | Proceedings of the Sixth Asian Conference on Machine Learning, ACML 2014, Nha Trang City, Vietnam, November 26-28, 2014. Dinh Q. Phung, Hang Li |
| 2014 | Pseudo-reward Algorithms for Contextual Bandits with Linear Payoff Functions. Ku-Chun Chou, Hsuan-Tien Lin, Chao-Kai Chiang, Chi-Jen Lu |
| 2014 | Quasi Newton Temporal Difference Learning. Arash Givchi, Maziar Palhang |
| 2014 | Reduction from Cost-Sensitive Multiclass Classification to One-versus-One Binary Classification. Hsuan-Tien Lin |
| 2014 | Reinforcement learning with value advice. Mayank Daswani, Peter Sunehag, Marcus Hutter |
| 2014 | Sample Distillation for Object Detection and Image Classification. Olivier Canévet, Leonidas Lefakis, François Fleuret |
| 2014 | Sparse binary zero-sum games. David Auger, Jialin Liu, Sylvie Ruette, David Lupien St-Pierre, Olivier Teytaud |
| 2014 | Sparsity on Statistical Simplexes and Diversity in Social Ranking. Ke Sun, Hisham Mohamed, Stéphane Marchand-Maillet |
| 2014 | Structured Denoising Autoencoder for Fault Detection and Analysis. Takaaki Tagawa, Yukihiro Tadokoro, Takehisa Yairi |
| 2014 | Support vector machines with indefinite kernels. Ibrahim M. Alabdulmohsin, Xin Gao, Xiangliang Zhang |
| 2014 | Theoretical Analyses on Ensemble and Multiple Kernel Regressors. Akira Tanaka, Ichigaku Takigawa, Hideyuki Imai, Mineichi Kudo |
| 2014 | Towards Maximum Likelihood: Learning Undirected Graphical Models using Persistent Sequential Monte Carlo. Hanchen Xiong, Sándor Szedmák, Justus H. Piater |
| 2014 | Variational Gaussian Inference for Bilinear Models of Count Data. Young-Jun Ko, Mohammad Emtiyaz Khan |