Papers
Non-rigid point set registration: Coherent Point Drift
Andriy Myronenko, Xubo Song, Miguel Á. Carreira-Perpiñán
Large-Scale Sparsified Manifold Regularization
Ivor W. Tsang, James T. Kwok
Particle Filtering for Nonparametric Bayesian Matrix Factorization
Frank Wood, Thomas L. Griffiths
Temporal and Cross-Subject Probabilistic Models for fMRI Prediction Tasks
Alexis Battle, Gal Chechik, Daphne Koller
A Local Learning Approach for Clustering
Mingrui Wu, Bernhard Schölkopf
Logistic Regression for Single Trial EEG Classification
Ryota Tomioka, Kazuyuki Aihara, Klaus-Robert Müller
Isotonic Conditional Random Fields and Local Sentiment Flow
Yi Mao, Guy Lebanon
Bayesian Model Scoring in Markov Random Fields
Sridevi Parise, Max Welling
Hierarchical Dirichlet Processes with Random Effects
Seyoung Kim, Padhraic Smyth
A Nonparametric Bayesian Method for Inferring Features From Similarity Judgments
Daniel J. Navarro, Thomas L. Griffiths
Temporal Coding using the Response Properties of Spiking Neurons
Thomas Voegtlin
Approximate Correspondences in High Dimensions
Kristen Grauman, Trevor Darrell
Efficient sparse coding algorithms
Honglak Lee, Alexis Battle, Rajat Raina et al.
Online Clustering of Moving Hyperplanes
René Vidal
Accelerated Variational Dirichlet Process Mixtures
Kenichi Kurihara, Max Welling, Nikos Vlassis
Aggregating Classification Accuracy across Time: Application to Single Trial EEG
Steven Lemm, Christin Schäfer, Gabriel Curio
Theory and Dynamics of Perceptual Bistability
Paul R. Schrater, Rashmi Sundareswara
Reducing Calibration Time For Brain-Computer Interfaces: A Clustering Approach
Matthias Krauledat, Michael Schröder, Benjamin Blankertz et al.
Modeling Dyadic Data with Binary Latent Factors
Edward Meeds, Zoubin Ghahramani, Radford M. Neal et al.
Training Conditional Random Fields for Maximum Labelwise Accuracy
Samuel S. Gross, Olga Russakovsky, Chuong B. Do et al.
Bayesian Detection of Infrequent Differences in Sets of Time Series with Shared Structure
Jennifer Listgarten, Radford M. Neal, Sam T. Roweis et al.
Robotic Grasping of Novel Objects
Ashutosh Saxena, Justin Driemeyer, Justin Kearns et al.
In-Network PCA and Anomaly Detection
Ling Huang, Xuanlong Nguyen, Minos Garofalakis et al.
Towards a general independent subspace analysis
Fabian J. Theis