Papers
Universal Consistency of Multi-Class Support Vector Classification
Tobias Glasmachers
Universal Kernels on Non-Standard Input Spaces
Andreas Christmann, Ingo Steinwart
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories
Ivan Titov, Alexandre Klementiev, Kevin Small et al.
Unsupervised Kernel Dimension Reduction
Meihong Wang, Fei Sha, Michael I. Jordan
Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels
Pinar Donmez, Guy Lebanon, Krishnakumar Balasubramanian
Using body-anchored priors for identifying actions in single images
Leonid Karlinsky, Michael Dinerstein, Shimon Ullman
Using Contextual Representations to Efficiently Learn Context-Free Languages
Alexander Clark, Rémi Eyraud, Amaury Habrard
Variable Impedance Control - A Reinforcement Learning Approach
J. Buchli, E. Theodorou, F. Stulp and S. Schaal
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
Variational methods for Reinforcement Learning
Thomas Furmston, David Barber
Variational Relevance Vector Machine for Tabular Data
Dmitry Kropotov, Dmitry Vetrov, Lior Wolf et al.
WEKA−Experiences with a Java Open-Source Project
Remco R. Bouckaert, Eibe Frank, Mark A. Hall et al.
Why are DBNs sparse?
Shaunak Chatterjee, Stuart Russell
Why are some word orders more common than others? A uniform information density account
Luke Maurits, Dan Navarro, Amy Perfors
Why Does Unsupervised Pre-training Help Deep Learning?
Dumitru Erhan, Yoshua Bengio, Aaron Courville et al.
Why Does Unsupervised Pre-training Help Deep Learning?
Dumitru Erhan, Aaron Courville, Yoshua Bengio et al.
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.
Worst-Case Linear Discriminant Analysis
Yu Zhang, Dit-Yan Yeung
$L_1$-Penalized Robust Estimation for a Class of Inverse Problems Arising in Multiview Geometry
Arnak Dalalyan, Renaud Keriven
3D laser scan classification using web data and domain adaptation
K. Lai and D. Fox
3D Object Recognition with Deep Belief Nets
Vinod Nair, Geoffrey E. Hinton