Papers
Tighter PAC-Bayes Bounds
Amiran Ambroladze, Emilio Parrado-hernández, John S. Shawe-taylor
Towards a general independent subspace analysis
Fabian J. Theis
Training Conditional Random Fields for Maximum Labelwise Accuracy
Samuel S. Gross, Olga Russakovsky, Chuong B. Do et al.
TrueSkill™: A Bayesian Skill Rating System
Ralf Herbrich, Tom Minka, Thore Graepel
Uncertainty, phase and oscillatory hippocampal recall
Máté Lengyel, Peter Dayan
Unified Inference for Variational Bayesian Linear Gaussian State-Space Models
David Barber, Silvia Chiappa
Unsupervised Learning of a Probabilistic Grammar for Object Detection and Parsing
Yuanhao Chen, Long Zhu, Alan L. Yuille
Unsupervised Regression with Applications to Nonlinear System Identification
Ali Rahimi, Ben Recht
Using Combinatorial Optimization within Max-Product Belief Propagation
Daniel Tarlow, Gal Elidan, Daphne Koller et al.