Papers
A Word-Class Approach to Labeling PSCFG Rules for Machine Translation
Andreas Zollmann, Stephan Vogel
Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies
Dekang Lin, Yuji Matsumoto, Rada Mihalcea
Greedy Algorithms for Structurally Constrained High Dimensional Problems
Ambuj Tewari, Pradeep K. Ravikumar, Inderjit S. Dhillon
An ideal observer model for identifying the reference frame of objects
Joseph L. Austerweil, Abram L. Friesen, Thomas L. Griffiths
Gaussian process modulated renewal processes
Yee W. Teh, Vinayak Rao
How biased are maximum entropy models?
Jakob H. Macke, Iain Murray, Peter E. Latham
Pylon Model for Semantic Segmentation
Victor Lempitsky, Andrea Vedaldi, Andrew Zisserman
Transfer from Multiple MDPs
Alessandro Lazaric, Marcello Restelli
The Fixed Points of Off-Policy TD
J. Z. Kolter
Newtron: an Efficient Bandit algorithm for Online Multiclass Prediction
Elad Hazan, Satyen Kale
Sparse Estimation with Structured Dictionaries
David P. Wipf
Collective Graphical Models
Daniel R. Sheldon, Thomas G. Dietterich
Learning Probabilistic Non-Linear Latent Variable Models for Tracking Complex Activities
Angela Yao, Juergen Gall, Luc V. Gool et al.
Submodular Multi-Label Learning
James Petterson, Tibério S. Caetano
Sparse Manifold Clustering and Embedding
Ehsan Elhamifar, René Vidal
Joint 3D Estimation of Objects and Scene Layout
Andreas Geiger, Christian Wojek, Raquel Urtasun
Estimating time-varying input signals and ion channel states from a single voltage trace of a neuron
Ryota Kobayashi, Yasuhiro Tsubo, Petr Lansky et al.
TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning
George Konidaris, Scott Niekum, Philip S. Thomas
Structured sparse coding via lateral inhibition
Arthur D. Szlam, Karol Gregor, Yann L. Cun
Identifying Alzheimer's Disease-Related Brain Regions from Multi-Modality Neuroimaging Data using Sparse Composite Linear Discrimination Analysis
Shuai Huang, Jing Li, Jieping Ye et al.
A rational model of causal inference with continuous causes
Thomas L. Griffiths, Michael James
How Do Humans Teach: On Curriculum Learning and Teaching Dimension
Faisal Khan, Bilge Mutlu, Xiaojin Zhu
Solving Decision Problems with Limited Information
Denis D. Maua, Cassio Campos
Hierarchical Matching Pursuit for Image Classification: Architecture and Fast Algorithms
Liefeng Bo, Xiaofeng Ren, Dieter Fox
Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification
Ichiro Takeuchi, Masashi Sugiyama