Papers
Learning Brain Connectivity of Alzheimer's Disease from Neuroimaging Data
Shuai Huang, Jing Li, Liang Sun et al.
Non-stationary continuous dynamic Bayesian networks
Marco Grzegorczyk, Dirk Husmeier
Differential Use of Implicit Negative Evidence in Generative and Discriminative Language Learning
Anne Hsu, Thomas L. Griffiths
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity
Andreas Bartels, Matthew Blaschko, Jacquelyn A. Shelton
Rethinking LDA: Why Priors Matter
Hanna M. Wallach, David M. Mimno, Andrew McCallum
Nonparametric Greedy Algorithms for the Sparse Learning Problem
Han Liu, Xi Chen
Directed Regression
Yi-hao Kao, Benjamin V. Roy, Xiang Yan
Fast subtree kernels on graphs
Nino Shervashidze, Karsten Borgwardt
Multi-Label Prediction via Sparse Infinite CCA
Piyush Rai, Hal Daume
Free energy score space
Alessandro Perina, Marco Cristani, Umberto Castellani et al.
Replacing supervised classification learning by Slow Feature Analysis in spiking neural networks
Stefan Klampfl, Wolfgang Maass
Entropic Graph Regularization in Non-Parametric Semi-Supervised Classification
Amarnag Subramanya, Jeff A. Bilmes
Spatial Normalized Gamma Processes
Vinayak Rao, Yee W. Teh
Positive Semidefinite Metric Learning with Boosting
Chunhua Shen, Junae Kim, Lei Wang et al.
Code-specific policy gradient rules for spiking neurons
Henning Sprekeler, Guillaume Hennequin, Wulfram Gerstner
Slow, Decorrelated Features for Pretraining Complex Cell-like Networks
Yoshua Bengio, James S. Bergstra
Neurometric function analysis of population codes
Philipp Berens, Sebastian Gerwinn, Alexander Ecker et al.
Learning models of object structure
Joseph Schlecht, Kobus Barnard
White Functionals for Anomaly Detection in Dynamical Systems
Marco Cuturi, Jean-philippe Vert, Alexandre D'aspremont
Compressed Least-Squares Regression
Odalric Maillard, Rémi Munos
DUOL: A Double Updating Approach for Online Learning
Peilin Zhao, Steven C. Hoi, Rong Jin
Monte Carlo Sampling for Regret Minimization in Extensive Games
Marc Lanctot, Kevin Waugh, Martin Zinkevich et al.
Super-Flexible Skin Sensors Embedded on the Whole Body, Self-Organizing Based on Haptic Interactions
Tomoyuki Noda, Takahiro Miyashita, Hiroshi Ishiguro et al.
Distributed Localization of Modular Robot Ensembles
Funiak Stanislav, Padmanabhan Pillai, Michael Ashley-Rollman et al.
CPG-based Control of a Turtle-like Underwater Vehicle
Keehong Seo, Soon-Jo Chung, Jean-Jacques Slotine