Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
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 |
|