ACML 2010

22 papers

A Study of Approximate Inference in Probabilistic Relational Models Fabian Kaelin, Doina Precup

Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees Using Stacking Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhard Pfahringer

Adaptive Step-Size Policy Gradients with Average Reward Metric Takamitsu Matsubara, Tetsuro Morimura, Jun Morimoto

An EM Algorithm on BDDs with Order Encoding for Logic-Based Probabilistic Models Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato, Shin-ichi Minato

Conceptual Imitation Learning: An Application to Human-Robot Interaction Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Mostafa Ajallooeian, Babak Araabi, Hadi Moradi

Content-Based Image Retrieval with Multinomial Relevance Feedback Dorota Glowacka, John Shawe-Taylor

Decision Tree for Dynamic and Uncertain Data Streams Chunquan Liang, Yang Zhang, Qun Song

Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation Han Xiao, Thomas Stibor

Ellipsoidal Support Vector Machines Michinari Momma, Kohei Hatano, Hiroki Nakayama

Exploiting the High Predictive Power of Multi-Class Subgroups Tarek Abudawood, Peter Flach

Finite-Sample Analysis of Bellman Residual Minimization Odalric-Ambrym Maillard, Remi Munos, Alessandro Lazaric, Mohammad Ghavamzadeh

Generative Models of Information Diffusion with Asynchronous Timedelay Kazumi Saito, Masahiro Kimura, Kouzou Ohara, Hiroshi Motoda

Hierarchical Convex NMF for Clustering Massive Data Kristian Kersting, Mirwaes Wahabzada, Christian Thurau, Christian Bauckhage

Hierarchical Gaussian Process Regression Sunho Park, Seungjin Choi

Learning Polyhedral Classifiers Using Logistic Function Naresh Manwani, P. S. Sastry

Minimum Conditional Entropy Clustering: A Discriminative Framework for Clustering Bo Dai, Baogang Hu

Mining Recurring Concept Drifts with Limited Labeled Streaming Data Peipei Li, Xindong Wu, Xuegang Hu

Multi-Task Learning for Recommender System Xia Ning, George Karypis

Pairwise Measures of Causal Direction in Linear Non-Gaussian Acyclic Models Aapo Hyvarinen

Single Versus Multiple Sorting in All Pairs Similarity Search Yasuo Tabei, Takeaki Uno, Masashi Sugiyama, Koji Tsuda

The Coding Divergence for Measuring the Complexity of Separating Two Sets Mahito Sugiyama, Akihiro Yamamoto

Variational Relevance Vector Machine for Tabular Data Dmitry Kropotov, Dmitry Vetrov, Lior Wolf, Tal Hassner