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Publication search results
found 30 matches
- 2015
- Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác:
Consistency of structured output learning with missing labels. ACML 2015: 81-95 - Yanan Bao, Xin Liu, Amit Pande:
Data-Guided Approach for Learning and Improving User Experience in Computer Networks. ACML 2015: 127-142 - Yiu-ming Cheung, Jian Lou:
Proximal Average Approximated Incremental Gradient Method for Composite Penalty Regularized Empirical Risk Minimization. ACML 2015: 205-220 - Wang-Zhou Dai, Zhi-Hua Zhou:
Statistical Unfolded Logic Learning. ACML 2015: 349-361 - Geoffrey Holmes, Tie-Yan Liu:
Preface. ACML 2015: 7 - Inbal Horev, Florian Yger, Masashi Sugiyama:
Geometry-Aware Principal Component Analysis for Symmetric Positive Definite Matrices. ACML 2015: 1-16 - Viet Huynh, Dinh Q. Phung, Svetha Venkatesh:
Streaming Variational Inference for Dirichlet Process Mixtures. ACML 2015: 237-252 - Ozan Irsoy, Ethem Alpaydin:
Autoencoder Trees. ACML 2015: 378-390 - Ata Kabán:
Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension. ACML 2015: 17-32 - Ata Kabán:
A New Look at Nearest Neighbours: Identifying Benign Input Geometries via Random Projections. ACML 2015: 65-80 - Young-Jun Ko, Matthias W. Seeger:
Expectation Propagation for Rectified Linear Poisson Regression. ACML 2015: 253-268 - Yohei Kondo, Shin-ichi Maeda, Kohei Hayashi:
Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias. ACML 2015: 49-64 - Wojciech Kotlowski, Krzysztof Dembczynski:
Surrogate regret bounds for generalized classification performance metrics. ACML 2015: 301-316 - Bin Li, Julia Yu, Jie Zhang, Bin Ke:
Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach. ACML 2015: 173-188 - Shaowu Liu, Gang Li, Truyen Tran, Yuan Jiang:
Preference Relation-based Markov Random Fields for Recommender Systems. ACML 2015: 157-172 - Tuan Duong Nguyen, Marthinus Christoffel du Plessis, Masashi Sugiyama:
Continuous Target Shift Adaptation in Supervised Learning. ACML 2015: 285-300 - Liqiang Niu, Xin-Yu Dai, Shujian Huang, Jiajun Chen:
A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes. ACML 2015: 143-156 - Marthinus Christoffel du Plessis, Gang Niu, Masashi Sugiyama:
Class-prior Estimation for Learning from Positive and Unlabeled Data. ACML 2015: 221-236 - Adepu Ravi Sankar, Vineeth N. Balasubramanian:
Similarity-based Contrastive Divergence Methods for Energy-based Deep Learning Models. ACML 2015: 391-406 - Hiroaki Sasaki, Voot Tangkaratt, Masashi Sugiyama:
Sufficient Dimension Reduction via Direct Estimation of the Gradients of Logarithmic Conditional Densities. ACML 2015: 33-48 - Le Shu, Longin Jan Latecki:
Integration of Single-view Graphs with Diffusion of Tensor Product Graphs for Multi-view Spectral Clustering. ACML 2015: 362-377 - Yingce Xia, Wenkui Ding, Xu-Dong Zhang, Nenghai Yu, Tao Qin:
Budgeted Bandit Problems with Continuous Random Costs. ACML 2015: 317-332 - Fei Yu, Min-Ling Zhang:
Maximum Margin Partial Label Learning. ACML 2015: 96-111 - Xiaowei Zhang, Li Cheng, Tingshao Zhu:
Robust Multivariate Regression with Grossly Corrupted Observations and Its Application to Personality Prediction. ACML 2015: 112-126 - Huanhuan Zhang, Jie Zhang, Carol J. Fung, Chang Xu:
Improving Sybil Detection via Graph Pruning and Regularization Techniques. ACML 2015: 189-204 - Yanpeng Zhao, Yetian Chen, Kewei Tu, Jin Tian:
Curriculum Learning of Bayesian Network Structures. ACML 2015: 269-284 - Tingting Zhao, Gang Niu, Ning Xie, Jucheng Yang, Masashi Sugiyama:
Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation. ACML 2015: 333-348 - Shuang Zhou, Gijs Schoenmakers, Evgueni N. Smirnov, Ralf Peeters, Kurt Driessens, Siqi Chen:
Largest Source Subset Selection for Instance Transfer. ACML 2015: 423-438 - Yue Zhu, Wei Gao, Zhi-Hua Zhou:
One-Pass Multi-View Learning. ACML 2015: 407-422 - Proceedings of The 7th Asian Conference on Machine Learning, ACML 2015, Hong Kong, November 20-22, 2015. JMLR Workshop and Conference Proceedings 45, JMLR.org 2015 [contents]
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