Papers
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 Object Recognition with Deep Belief Nets
Vinod Nair, Geoffrey E. Hinton
A Bayesian Analysis of Dynamics in Free Recall
Richard Socher, Samuel Gershman, Per Sederberg et al.
A Bayesian Model for Simultaneous Image Clustering, Annotation and Object Segmentation
Lan Du, Lu Ren, Lawrence Carin et al.
A Biologically Plausible Model for Rapid Natural Scene Identification
Sennay Ghebreab, Steven Scholte, Victor Lamme et al.
Abstraction and Relational learning
Charles Kemp, Alan Jern
Accelerated Gradient Methods for Stochastic Optimization and Online Learning
Chonghai Hu, Weike Pan, James T. Kwok
Accelerating Bayesian Structural Inference for Non-Decomposable Gaussian Graphical Models
Baback Moghaddam, Mohammad Emtiyaz Khan, Kevin P. Murphy et al.
Adapting to the Shifting Intent of Search Queries
Umar Syed, Aleksandrs Slivkins, Nina Mishra
Adaptive Design Optimization in Experiments with People
Daniel Cavagnaro, Jay Myung, Mark A. Pitt
Adaptive Regularization for Transductive Support Vector Machine
Zenglin Xu, Rong Jin, Jianke Zhu et al.
Adaptive Regularization of Weight Vectors
Koby Crammer, Alex Kulesza, Mark Dredze
A Data-Driven Approach to Modeling Choice
Vivek Farias, Srikanth Jagabathula, Devavrat Shah
A Fast, Consistent Kernel Two-Sample Test
Arthur Gretton, Kenji Fukumizu, Zaïd Harchaoui et al.
A Game-Theoretic Approach to Hypergraph Clustering
Samuel R. Bulò, Marcello Pelillo
A Gaussian Tree Approximation for Integer Least-Squares
Jacob Goldberger, Amir Leshem
A Generalized Natural Actor-Critic Algorithm
Tetsuro Morimura, Eiji Uchibe, Junichiro Yoshimoto et al.
A General Projection Property for Distribution Families
Yao-liang Yu, Yuxi Li, Dale Schuurmans et al.
A joint maximum-entropy model for binary neural population patterns and continuous signals
Sebastian Gerwinn, Philipp Berens, Matthias Bethge
An Additive Latent Feature Model for Transparent Object Recognition
Mario Fritz, Gary Bradski, Sergey Karayev et al.
Analysis of SVM with Indefinite Kernels
Yiming Ying, Colin Campbell, Mark Girolami
A Neural Implementation of the Kalman Filter
Robert Wilson, Leif Finkel
An Infinite Factor Model Hierarchy Via a Noisy-Or Mechanism
Douglas Eck, Yoshua Bengio, Aaron C. Courville
An Integer Projected Fixed Point Method for Graph Matching and MAP Inference
Marius Leordeanu, Martial Hebert, Rahul Sukthankar