Papers
Stochastic convex optimization with bandit feedback
Alekh Agarwal, Dean P. Foster, Daniel J. Hsu et al.
Structural equations and divisive normalization for energy-dependent component analysis
Jun-ichiro Hirayama, Aapo Hyvärinen
Structured Learning for Cell Tracking
Xinghua Lou, Fred A. Hamprecht
Structured sparse coding via lateral inhibition
Arthur D. Szlam, Karol Gregor, Yann L. Cun
Structure Learning for Optimization
Shulin Yang, Ali Rahimi
Submodular Multi-Label Learning
James Petterson, Tibério S. Caetano
Target Neighbor Consistent Feature Weighting for Nearest Neighbor Classification
Ichiro Takeuchi, Masashi Sugiyama
TD_gamma: Re-evaluating Complex Backups in Temporal Difference Learning
George Konidaris, Scott Niekum, Philip S. Thomas
t-divergence Based Approximate Inference
Nan Ding, Yuan Qi, S.v.n. Vishwanathan
Testing a Bayesian Measure of Representativeness Using a Large Image Database
Joshua T. Abbott, Katherine A. Heller, Zoubin Ghahramani et al.
The Doubly Correlated Nonparametric Topic Model
Dae I. Kim, Erik B. Sudderth
The Fast Convergence of Boosting
Matus J. Telgarsky
The Fixed Points of Off-Policy TD
J. Z. Kolter
The Impact of Unlabeled Patterns in Rademacher Complexity Theory for Kernel Classifiers
Luca Oneto, Davide Anguita, Alessandro Ghio et al.
The Kernel Beta Process
Lu Ren, Yingjian Wang, Lawrence Carin et al.
The Local Rademacher Complexity of Lp-Norm Multiple Kernel Learning
Marius Kloft, Gilles Blanchard
The Manifold Tangent Classifier
Salah Rifai, Yann N. Dauphin, Pascal Vincent et al.
Thinning Measurement Models and Questionnaire Design
Ricardo Silva
Trace Lasso: a trace norm regularization for correlated designs
Edouard Grave, Guillaume R. Obozinski, Francis R. Bach
Transfer from Multiple MDPs
Alessandro Lazaric, Marcello Restelli
Transfer Learning by Borrowing Examples for Multiclass Object Detection
Joseph J. Lim, Ruslan Salakhutdinov, Antonio Torralba
Two is better than one: distinct roles for familiarity and recollection in retrieving palimpsest memories
Cristina Savin, Peter Dayan, Máté Lengyel
Understanding the Intrinsic Memorability of Images
Phillip Isola, Devi Parikh, Antonio Torralba et al.