Papers
Half Transductive Ranking
Bing Bai, Jason Weston, David Grangier et al.
Deterministic Bayesian inference for the $p*$ model
Haakon Austad, Nial Friel
Learning with Blocks: Composite Likelihood and Contrastive Divergence
Arthur Asuncion, Qiang Liu, Alexander Ihler et al.
Efficient Multioutput Gaussian Processes through Variational Inducing Kernels
Mauricio Álvarez, David Luengo, Michalis Titsias et al.
Multitask Learning for Brain-Computer Interfaces
Morteza Alamgir, Moritz Grosse–Wentrup, Yasemin Altun
Optimal Allocation Strategies for the Dark Pool Problem
Alekh Agarwal, Peter Bartlett, Max Dama
Learning the Structure of Deep Sparse Graphical Models
Ryan P. Adams, Hanna Wallach, Zoubin Ghahramani
Conceptual Imitation Learning: An Application to Human-robot Interaction
Hossein Hajimirsadeghi, Majid Nili Ahmadabadi, Mostafa Ajallooeian et al.
A Study of Approximate Inference in Probabilistic Relational Models
Fabian Kaelin, Doina Precup
Finite-sample Analysis of Bellman Residual Minimization
Odalric-Ambrym Maillard, Remi Munos, Alessandro Lazaric et al.
Adaptive Step-size Policy Gradients with Average Reward Metric
Takamitsu Matsubara, Tetsuro Morimura, Jun Morimoto
Multi-task Learning for Recommender System
Xia Ning, George Karypis
Hierarchical Convex NMF for Clustering Massive Data
Kristian Kersting, Mirwaes Wahabzada, Christian Thurau et al.
Mining Recurring Concept Drifts with Limited Labeled Streaming Data
Peipei Li, Xindong Wu, Xuegang Hu
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
Albert Bifet, Eibe Frank, Geoffrey Holmes et al.
Decision Tree for Dynamic and Uncertain Data Streams
Chunquan Liang, Yang Zhang, Qun Song
Generative Models of Information Diffusion with Asynchronous Timedelay
Kazumi Saito, Masahiro Kimura, Kouzou Ohara et al.
Exploiting the High Predictive Power of Multi-class Subgroups
Tarek Abudawood, Peter Flach
An EM Algorithm on BDDs with Order Encoding for Logic-based Probabilistic Models
Masakazu Ishihata, Yoshitaka Kameya, Taisuke Sato et al.
Single versus Multiple Sorting in All Pairs Similarity Search
Yasuo Tabei, Takeaki Uno, Masashi Sugiyama et al.
The Coding Divergence for Measuring the Complexity of Separating Two Sets
Mahito Sugiyama, Akihiro Yamamoto
Content-based Image Retrieval with Multinomial Relevance Feedback
Dorota Glowacka, John Shawe-Taylor
Hierarchical Gaussian Process Regression
Sunho Park, Seungjin Choi
Variational Relevance Vector Machine for Tabular Data
Dmitry Kropotov, Dmitry Vetrov, Lior Wolf et al.
Efficient Collapsed Gibbs Sampling for Latent Dirichlet Allocation
Han Xiao, Thomas Stibor