Papers
Domain Adaptation with Active Learning for Word Sense Disambiguation
Yee Seng Chan, Hwee Tou Ng
Learning Expressive Models for Word Sense Disambiguation
Lucia Specia, Mark Stevenson, Maria das Graças Volpe Nunes
Word Sense Disambiguation Improves Statistical Machine Translation
Yee Seng Chan, Hwee Tou Ng, David Chiang
Transductive learning for statistical machine translation
Nicola Ueffing, Gholamreza Haffari, Anoop Sarkar
Tailoring Word Alignments to Syntactic Machine Translation
John DeNero, Dan Klein
A Discriminative Syntactic Word Order Model for Machine Translation
Pi-Chuan Chang, Kristina Toutanova
Guiding Statistical Word Alignment Models With Prior Knowledge
Yonggang Deng, Yuqing Gao
Proceedings of the 45th Annual Meeting of the Association of Computational Linguistics
Annie Zaenen, Antal van den Bosch
Multiple-Instance Pruning For Learning Efficient Cascade Detectors
Cha Zhang, Paul A. Viola
Non-parametric Modeling of Partially Ranked Data
Guy Lebanon, Yi Mao
The rat as particle filter
Aaron C. Courville, Nathaniel D. Daw
Consistent Minimization of Clustering Objective Functions
Ulrike V. Luxburg, Stefanie Jegelka, Michael Kaufmann et al.
Regularized Boost for Semi-Supervised Learning
Ke Chen, Shihai Wang
Infinite State Bayes-Nets for Structured Domains
Max Welling, Ian Porteous, Evgeniy Bart
COFI RANK - Maximum Margin Matrix Factorization for Collaborative Ranking
Markus Weimer, Alexandros Karatzoglou, Quoc V. Le et al.
Learning Horizontal Connections in a Sparse Coding Model of Natural Images
Pierre Garrigues, Bruno A. Olshausen
Linear programming analysis of loopy belief propagation for weighted matching
Sujay Sanghavi, Dmitry Malioutov, Alan S. Willsky
Hierarchical Penalization
Marie Szafranski, Yves Grandvalet, Pierre Morizet-mahoudeaux
Experience-Guided Search: A Theory of Attentional Control
David Baldwin, Michael Mozer
Progressive mixture rules are deviation suboptimal
Jean-yves Audibert
Collapsed Variational Inference for HDP
Yee W. Teh, Kenichi Kurihara, Max Welling
Learning Visual Attributes
Vittorio Ferrari, Andrew Zisserman
Spatial Latent Dirichlet Allocation
Xiaogang Wang, Eric Grimson
Selecting Observations against Adversarial Objectives
Andreas Krause, Brendan Mcmahan, Carlos Guestrin et al.
Feature Selection Methods for Improving Protein Structure Prediction with Rosetta
Ben Blum, David Baker, Michael I. Jordan et al.