Search results for "ACML"

Hits ?▲	Authors	Title	Venue	Year	Link
1	Ata Kabán	Non-asymptotic Analysis of Compressive Fisher Discriminants in terms of the Effective Dimension.	ACML	2015	DBLP BibTeX RDF
1	Yohei Kondo, Shin-ichi Maeda, Kohei Hayashi	Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias.	ACML	2015	DBLP BibTeX RDF
1	Bin Li, Julia Yu, Jie Zhang 0002, Bin Ke	Detecting Accounting Frauds in Publicly Traded U.S. Firms: A Machine Learning Approach.	ACML	2015	DBLP BibTeX RDF
1	Yanan Bao, Xin Liu 0002, Amit Pande	Data-Guided Approach for Learning and Improving User Experience in Computer Networks.	ACML	2015	DBLP BibTeX RDF
1	Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác	Consistency of structured output learning with missing labels.	ACML	2015	DBLP BibTeX RDF
1	Tingting Zhao 0001, Gang Niu 0001, Ning Xie 0003, Jucheng Yang 0001, Masashi Sugiyama	Regularized Policy Gradients: Direct Variance Reduction in Policy Gradient Estimation.	ACML	2015	DBLP BibTeX RDF
1	Wojciech Kotlowski, Krzysztof Dembczynski	Surrogate regret bounds for generalized classification performance metrics.	ACML	2015	DBLP BibTeX RDF
1	Geoffrey Holmes 0001, Tie-Yan Liu	Preface.	ACML	2015	DBLP BibTeX RDF
1	Yanpeng Zhao, Yetian Chen, Kewei Tu, Jin Tian 0001	Curriculum Learning of Bayesian Network Structures.	ACML	2015	DBLP BibTeX RDF
1	Wang-Zhou Dai, Zhi-Hua Zhou	Statistical Unfolded Logic Learning.	ACML	2015	DBLP BibTeX RDF
1	Fei Yu 0010, Min-Ling Zhang	Maximum Margin Partial Label Learning.	ACML	2015	DBLP BibTeX RDF
1	Yingce Xia, Wenkui Ding, Xu-Dong Zhang 0001, Nenghai Yu, Tao Qin 0001	Budgeted Bandit Problems with Continuous Random Costs.	ACML	2015	DBLP BibTeX RDF
1	Hsuan-Tien Lin	Reduction from Cost-Sensitive Multiclass Classification to One-versus-One Binary Classification.	ACML	2014	DBLP BibTeX RDF
1	Akira Tanaka, Ichigaku Takigawa, Hideyuki Imai, Mineichi Kudo	Theoretical Analyses on Ensemble and Multiple Kernel Regressors.	ACML	2014	DBLP BibTeX RDF
1	Yue Zhu 0001, Jianxin Wu 0001, Yuan Jiang 0001, Zhi-Hua Zhou	Learning with Augmented Multi-Instance View.	ACML	2014	DBLP BibTeX RDF
1	Arash Givchi, Maziar Palhang	Quasi Newton Temporal Difference Learning.	ACML	2014	DBLP BibTeX RDF
1	Xiao-Lei Zhang 0001	Nonlinear Dimensionality Reduction of Data by Deep Distributed Random Samplings.	ACML	2014	DBLP BibTeX RDF
1	Arto Klami	Polya-gamma augmentations for factor models.	ACML	2014	DBLP BibTeX RDF
1	Khoat Than, Tung Doan 0001	Dual online inference for latent Dirichlet allocation.	ACML	2014	DBLP BibTeX RDF
1	Kostiantyn Antoniuk, Vojtech Franc, Václav Hlavác	Interval Insensitive Loss for Ordinal Classification.	ACML	2014	DBLP BibTeX RDF
1	Ken-ichiro Moridomi, Kohei Hatano, Eiji Takimoto, Koji Tsuda	Online matrix prediction for sparse loss matrices.	ACML	2014	DBLP BibTeX RDF
1	Takaaki Tagawa, Yukihiro Tadokoro, Takehisa Yairi	Structured Denoising Autoencoder for Fault Detection and Analysis.	ACML	2014	DBLP BibTeX RDF
1	Young-Jun Ko, Mohammad Emtiyaz Khan	Variational Gaussian Inference for Bilinear Models of Count Data.	ACML	2014	DBLP BibTeX RDF
1	Ibrahim M. Alabdulmohsin, Xin Gao 0001, Xiangliang Zhang 0001	Support vector machines with indefinite kernels.	ACML	2014	DBLP BibTeX RDF
1	Ku-Chun Chou, Hsuan-Tien Lin, Chao-Kai Chiang, Chi-Jen Lu	Pseudo-reward Algorithms for Contextual Bandits with Linear Payoff Functions.	ACML	2014	DBLP BibTeX RDF
1	Atsuyoshi Nakamura	A UCB-Like Strategy of Collaborative Filtering.	ACML	2014	DBLP BibTeX RDF
1	Ke Sun 0001, Hisham Mohamed, Stéphane Marchand-Maillet	Sparsity on Statistical Simplexes and Diversity in Social Ranking.	ACML	2014	DBLP BibTeX RDF
1	Olivier Canévet, Leonidas Lefakis, François Fleuret	Sample Distillation for Object Detection and Image Classification.	ACML	2014	DBLP BibTeX RDF
1	Dinh Q. Phung, Hang Li	Preface.	ACML	2014	DBLP BibTeX RDF
1	Dinh Q. Phung, Hang Li 0001 (eds.)	Proceedings of the Sixth Asian Conference on Machine Learning, ACML 2014, Nha Trang City, Vietnam, November 26-28, 2014.	ACML	2014	DBLP BibTeX RDF
1	Olivier Canévet, François Fleuret	Efficient Sample Mining for Object Detection.	ACML	2014	DBLP BibTeX RDF
1	Jing Lu, Peilin Zhao, Steven C. H. Hoi	Online Passive Aggressive Active Learning and Its Applications.	ACML	2014	DBLP BibTeX RDF
1	Shaowu Liu, Truyen Tran 0001, Gang Li	Ordinal Random Fields for Recommender Systems.	ACML	2014	DBLP BibTeX RDF
1	Hanchen Xiong, Sándor Szedmák, Justus H. Piater	Towards Maximum Likelihood: Learning Undirected Graphical Models using Persistent Sequential Monte Carlo.	ACML	2014	DBLP BibTeX RDF
1	David Auger, Jialin Liu 0001, Sylvie Ruette, David Lupien St-Pierre, Olivier Teytaud	Sparse binary zero-sum games.	ACML	2014	DBLP BibTeX RDF
1	Kar Wai Lim, Wray L. Buntine	Bibliographic Analysis with the Citation Network Topic Model.	ACML	2014	DBLP BibTeX RDF
1	Keigo Kimura, Yuzuru Tanaka, Mineichi Kudo	A Fast Hierarchical Alternating Least Squares Algorithm for Orthogonal Nonnegative Matrix Factorization.	ACML	2014	DBLP BibTeX RDF
1	Mariana Oliveira 0001, Luís Torgo	Ensembles for Time Series Forecasting.	ACML	2014	DBLP BibTeX RDF
1	Mayank Daswani, Peter Sunehag, Marcus Hutter	Reinforcement learning with value advice.	ACML	2014	DBLP BibTeX RDF
1	An Cong Tran, Jens Dietrich 0001, Hans W. Guesgen, Stephen Marsland	Improving Predictive Specificity of Description Logic Learners by Fortification.	ACML	2013	DBLP BibTeX RDF
1	Joseph Wang 0001, Venkatesh Saligrama	Locally-Linear Learning Machines (L3M).	ACML	2013	DBLP BibTeX RDF
1	Tam Le, Marco Cuturi	Generalized Aitchison Embeddings for Histograms.	ACML	2013	DBLP BibTeX RDF
1	Sholeh Forouzan, Alexander Ihler	Linear Approximation to ADMM for MAP inference.	ACML	2013	DBLP BibTeX RDF
1	Marco Fornoni, Barbara Caputo, Francesco Orabona	Multiclass Latent Locally Linear Support Vector Machines.	ACML	2013	DBLP BibTeX RDF
1	Risheng Liu, Zhouchen Lin, Zhixun Su	Linearized Alternating Direction Method with Parallel Splitting and Adaptive Penalty for Separable Convex Programs in Machine Learning.	ACML	2013	DBLP BibTeX RDF
1	Le Wu, Min-Ling Zhang	Multi-Label Classification with Unlabeled Data: An Inductive Approach.	ACML	2013	DBLP BibTeX RDF
1	Sokol Koço, Cécile Capponi	On multi-class classification through the minimization of the confusion matrix norm.	ACML	2013	DBLP BibTeX RDF
1	Jaakko Peltonen, Ziyuan Lin	Information Retrieval Perspective to Meta-visualization.	ACML	2013	DBLP BibTeX RDF
1	Robert J. Durrant, Ata Kabán	Random Projections as Regularizers: Learning a Linear Discriminant Ensemble from Fewer Observations than Dimensions.	ACML	2013	DBLP BibTeX RDF
1	Jelle Van Eyck, Jan Ramon, Fabian Güiza Grandas, Geert Meyfroidt, Maurice Bruynooghe, Greta Van den Berghe	Guided Monte Carlo Tree Search for Planning in Learned Environments.	ACML	2013	DBLP BibTeX RDF
1	Kazuho Watanabe, Teemu Roos, Petri Myllymäki	Achievability of Asymptotic Minimax Regret in Online and Batch Prediction.	ACML	2013	DBLP BibTeX RDF
1	Marion Neumann, Roman Garnett, Kristian Kersting	Coinciding Walk Kernels: Parallel Absorbing Random Walks for Learning with Graphs and Few Labels.	ACML	2013	DBLP BibTeX RDF
1	Hachem Kadri, Stéphane Ayache, Cécile Capponi, Sokol Koço, François-Xavier Dupé, Emilie Morvant	The Multi-Task Learning View of Multimodal Data.	ACML	2013	DBLP BibTeX RDF
1	Fabian Gieseke, Tapio Pahikkala, Christian Igel	Polynomial Runtime Bounds for Fixed-Rank Unsupervised Least-Squares Classification.	ACML	2013	DBLP BibTeX RDF
1	Mayank Daswani, Peter Sunehag, Marcus Hutter	Q-learning for history-based reinforcement learning.	ACML	2013	DBLP BibTeX RDF
1	Nicolas Galichet, Michèle Sebag, Olivier Teytaud	Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits.	ACML	2013	DBLP BibTeX RDF
1	Jing Lu, Steven C. H. Hoi, Jialei Wang	Second Order Online Collaborative Filtering.	ACML	2013	DBLP BibTeX RDF
1	Cheng Soon Ong, Tu Bao Ho (eds.)	Asian Conference on Machine Learning, ACML 2013, Canberra, ACT, Australia, November 13-15, 2013	ACML	2013	DBLP BibTeX RDF
1	Tu Dinh Nguyen, Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh	Learning Parts-based Representations with Nonnegative Restricted Boltzmann Machine.	ACML	2013	DBLP BibTeX RDF
1	Tobias Glasmachers, Ürün Dogan	Accelerated Coordinate Descent with Adaptive Coordinate Frequencies.	ACML	2013	DBLP BibTeX RDF
1	Julien Audiffren, Hachem Kadri	Stability of Multi-Task Kernel Regression Algorithms.	ACML	2013	DBLP BibTeX RDF
1	Mindika Premachandra, Mark D. Reid	Aggregating Predictions via Sequential Mini-Trading.	ACML	2013	DBLP BibTeX RDF
1	Hongyu Su, Juho Rousu	Multilabel Classification through Random Graph Ensembles.	ACML	2013	DBLP BibTeX RDF
1	Junpei Komiyama, Issei Sato, Hiroshi Nakagawa	Multi-armed Bandit Problem with Lock-up Periods.	ACML	2013	DBLP BibTeX RDF
1	Xiaotian Jiang, Zhendong Niu, Jiamin Guo, Ghulam Mustafa, Zi-Han Lin, Baomi Chen, Qian Zhou	Novel Boosting Frameworks to Improve the Performance of Collaborative Filtering.	ACML	2013	DBLP BibTeX RDF
1	Wei-Yuan Shen, Hsuan-Tien Lin	Active Sampling of Pairs and Points for Large-scale Linear Bipartite Ranking.	ACML	2013	DBLP BibTeX RDF
1		Preface.	ACML	2013	DBLP BibTeX RDF
1	Thomas Vanck, Jochen Garcke	Using Hyperbolic Cross Approximation to measure and compensate Covariate Shift.	ACML	2013	DBLP BibTeX RDF
1	Christian Wirth 0001, Johannes Fürnkranz	EPMC: Every Visit Preference Monte Carlo for Reinforcement Learning.	ACML	2013	DBLP BibTeX RDF
1	Karim T. Abou-Moustafa, Dale Schuurmans, Frank P. Ferrie	Learning a Metric Space for Neighbourhood Topology Estimation: Application to Manifold Learning.	ACML	2013	DBLP BibTeX RDF
1	Ugo Louche, Liva Ralaivola	Unconfused Ultraconservative Multiclass Algorithms.	ACML	2013	DBLP BibTeX RDF
1	Wei Wang 0028, Zhi-Hua Zhou	Co-Training with Insufficient Views.	ACML	2013	DBLP BibTeX RDF
1	Kouzou Ohara, Kazumi Saito, Masahiro Kimura, Hiroshi Motoda	Predictive Simulation Framework of Stochastic Diffusion Model for Identifying Top-K Influential Nodes.	ACML	2013	DBLP BibTeX RDF
1	Kirill Trapeznikov, Venkatesh Saligrama, David A. Castañón	Multi-Stage Classifier Design.	ACML	2012	DBLP BibTeX RDF
1	Jiang Wang 0001, Junsong Yuan, Zhuoyuan Chen, Ying Wu 0001	Spatial Locality-Aware Sparse Coding and Dictionary Learning.	ACML	2012	DBLP BibTeX RDF
1	Hartmut Neven, Vasil S. Denchev, Geordie Rose, William G. Macready	QBoost: Large Scale Classifier Training with Adiabatic Quantum Optimization.	ACML	2012	DBLP BibTeX RDF
1	An C. Tran, Jens Dietrich 0001, Hans W. Guesgen, Stephen Marsland	Two-way Parallel Class Expression Learning.	ACML	2012	DBLP BibTeX RDF
1	Vladimir Vovk	Conditional validity of inductive conformal predictors.	ACML	2012	DBLP BibTeX RDF
1	Truyen Tran 0001, Dinh Q. Phung, Svetha Venkatesh	Cumulative Restricted Boltzmann Machines for Ordinal Matrix Data Analysis.	ACML	2012	DBLP BibTeX RDF
1	Joey Tianyi Zhou, Sinno Jialin Pan, Qi Mao, Ivor W. Tsang	Multi-view Positive and Unlabeled Learning.	ACML	2012	DBLP BibTeX RDF
1	Suicheng Gu, Yuhong Guo	Max-Margin Ratio Machine.	ACML	2012	DBLP BibTeX RDF
1	Hua Mao, Manfred Jaeger	Learning and Model-Checking Networks of I/O Automata.	ACML	2012	DBLP BibTeX RDF
1	Hiroaki Sasaki, Michael Gutmann, Hayaru Shouno, Aapo Hyvärinen	Topographic Analysis of Correlated Components.	ACML	2012	DBLP BibTeX RDF
1	Steven C. H. Hoi, Wray L. Buntine	Preface.	ACML	2012	DBLP BibTeX RDF
1	Karim T. Abou-Moustafa, Frank P. Ferrie	A Note on Metric Properties for Some Divergence Measures: The Gaussian Case.	ACML	2012	DBLP BibTeX RDF
1	Nuaman Asbeh, Boaz Lerner	Learning Latent Variable Models by Pairwise Cluster Comparison.	ACML	2012	DBLP BibTeX RDF
1	Guoqing Liu, Jianxin Wu 0001, Zhi-Hua Zhou	Key Instance Detection in Multi-Instance Learning.	ACML	2012	DBLP BibTeX RDF
1	Tsung-Hsien Chiang, Hung-Yi Lo, Shou-De Lin	A Ranking-based KNN Approach for Multi-Label Classification.	ACML	2012	DBLP BibTeX RDF
1	Sandhya Prabhakaran, Karin J. Metzner, Alexander Böhm 0003, Volker Roth 0001	Recovering Networks from Distance Data.	ACML	2012	DBLP BibTeX RDF
1	Wentao Fan, Nizar Bouguila	Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet Distributions for Simultaneous Clustering and Localized Feature Selection.	ACML	2012	DBLP BibTeX RDF
1	Raphaël Féraud, Tanguy Urvoy	A stochastic bandit algorithm for scratch games.	ACML	2012	DBLP BibTeX RDF
1	Khoat Than, Tu Bao Ho, Duy Khuong Nguyen, Pham Ngoc Khanh	Supervised dimension reduction with topic models.	ACML	2012	DBLP BibTeX RDF
1	Ryoma Kawajiri, Masamichi Shimosaka, Rui Fukui, Tomomasa Sato	Frustratingly Simplified Deployment in WLAN Localization by Learning from Route Annotation.	ACML	2012	DBLP BibTeX RDF
1	Nicholas Navaroli, Christopher DuBois, Padhraic Smyth	Statistical Models for Exploring Individual Email Communication Behavior.	ACML	2012	DBLP BibTeX RDF
1	Hao Yang 0033, Jianxin Wu 0001	Practical Large Scale Classification with Additive Kernels.	ACML	2012	DBLP BibTeX RDF
1	Shinichi Nakajima, Masashi Sugiyama, S. Derin Babacan	Sparse Additive Matrix Factorization for Robust PCA and Its Generalization.	ACML	2012	DBLP BibTeX RDF
1	Sotirios P. Chatzis	A Coupled Indian Buffet Process Model for Collaborative Filtering.	ACML	2012	DBLP BibTeX RDF
1	Shahriar Shariat, Vladimir Pavlovic 0001	Improved sequence classification using adaptive segmental sequence alignment.	ACML	2012	DBLP BibTeX RDF
1	Prem Raj Adhikari, Jaakko Hollmén	Multiresolution Mixture Modeling using Merging of Mixture Components.	ACML	2012	DBLP BibTeX RDF
1	Omid Madani, Manfred Georg, David A. Ross	On Using Nearly-Independent Feature Families for High Precision and Confidence.	ACML	2012	DBLP BibTeX RDF

Publications at "ACML"( http://dblp.L3S.de/Venues/ACML )