Papers
Synergies in learning words and their referents
Mark Johnson, Katherine Demuth, Bevan Jones et al.
The LASSO risk: asymptotic results and real world examples
Mohsen Bayati, José Pereira, Andrea Montanari
The Maximal Causes of Natural Scenes are Edge Filters
Jose Puertas, Joerg Bornschein, Jörg Lücke
The Multidimensional Wisdom of Crowds
Peter Welinder, Steve Branson, Pietro Perona et al.
The Neural Costs of Optimal Control
Samuel Gershman, Robert Wilson
Throttling Poisson Processes
Uwe Dick, Peter Haider, Thomas Vanck et al.
Tight Sample Complexity of Large-Margin Learning
Sivan Sabato, Nathan Srebro, Naftali Tishby
Tiled convolutional neural networks
Jiquan Ngiam, Zhenghao Chen, Daniel Chia et al.
t-logistic regression
Nan Ding, S.v.n. Vishwanathan
Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models
Congcong Li, Adarsh Kowdle, Ashutosh Saxena et al.
Towards Property-Based Classification of Clustering Paradigms
Margareta Ackerman, Shai Ben-David, David Loker
Trading off Mistakes and Don't-Know Predictions
Amin Sayedi, Morteza Zadimoghaddam, Avrim Blum
Transduction with Matrix Completion: Three Birds with One Stone
Andrew Goldberg, Ben Recht, Junming Xu et al.
Tree-Structured Stick Breaking for Hierarchical Data
Zoubin Ghahramani, Michael I. Jordan, Ryan P. Adams
Two-Layer Generalization Analysis for Ranking Using Rademacher Average
Wei Chen, Tie-yan Liu, Zhi-ming Ma
Universal Consistency of Multi-Class Support Vector Classification
Tobias Glasmachers
Universal Kernels on Non-Standard Input Spaces
Andreas Christmann, Ingo Steinwart
Unsupervised Kernel Dimension Reduction
Meihong Wang, Fei Sha, Michael I. Jordan
Using body-anchored priors for identifying actions in single images
Leonid Karlinsky, Michael Dinerstein, Shimon Ullman
Variable margin losses for classifier design
Hamed Masnadi-shirazi, Nuno Vasconcelos
Variational bounds for mixed-data factor analysis
Mohammad Emtiyaz Khan, Guillaume Bouchard, Kevin P. Murphy et al.
Variational Inference over Combinatorial Spaces
Alexandre Bouchard-côté, Michael I. Jordan
Why are some word orders more common than others? A uniform information density account
Luke Maurits, Dan Navarro, Amy Perfors
Word Features for Latent Dirichlet Allocation
James Petterson, Wray Buntine, Shravan M. Narayanamurthy et al.
Worst-case bounds on the quality of max-product fixed-points
Meritxell Vinyals, Jes\'us Cerquides, Alessandro Farinelli et al.