Papers
Regulator Discovery from Gene Expression Time Series of Malaria Parasites: a Hierachical Approach
José M. Hernández-lobato, Tjeerd Dijkstra, Tom Heskes
Bayes-Adaptive POMDPs
Stephane Ross, Brahim Chaib-draa, Joelle Pineau
Temporal Difference Updating without a Learning Rate
Marcus Hutter, Shane Legg
Bayesian Policy Learning with Trans-Dimensional MCMC
Matthew Hoffman, Arnaud Doucet, Nando D. Freitas et al.
Kernel Measures of Conditional Dependence
Kenji Fukumizu, Arthur Gretton, Xiaohai Sun et al.
Classification via Minimum Incremental Coding Length (MICL)
John Wright, Yangyu Tao, Zhouchen Lin et al.
Competition Adds Complexity
Judy Goldsmith, Martin Mundhenk
On Ranking in Survival Analysis: Bounds on the Concordance Index
Harald Steck, Balaji Krishnapuram, Cary Dehing-oberije et al.
Structured Learning with Approximate Inference
Alex Kulesza, Fernando Pereira
Distributed Inference for Latent Dirichlet Allocation
David Newman, Padhraic Smyth, Max Welling et al.
Bayesian Agglomerative Clustering with Coalescents
Yee W. Teh, Hal Daume III, Daniel M. Roy
Neural characterization in partially observed populations of spiking neurons
Jonathan W. Pillow, Peter E. Latham
New Outer Bounds on the Marginal Polytope
David Sontag, Tommi S. Jaakkola
Robust Regression with Twinned Gaussian Processes
Andrew Naish-guzman, Sean Holden
Receptive Fields without Spike-Triggering
Guenther Zeck, Matthias Bethge, Jakob H. Macke
Nearest-Neighbor-Based Active Learning for Rare Category Detection
Jingrui He, Jaime G. Carbonell
Catching Up Faster in Bayesian Model Selection and Model Averaging
Tim V. Erven, Steven D. Rooij, Peter Grünwald
Bundle Methods for Machine Learning
Quoc V. Le, Alex J. Smola, S.v.n. Vishwanathan
Adaptive Online Gradient Descent
Peter L. Bartlett, Elad Hazan, Alexander Rakhlin
DIFFRAC: a discriminative and flexible framework for clustering
Francis R. Bach, Zaïd Harchaoui
The Noisy-Logical Distribution and its Application to Causal Inference
Alan L. Yuille, Hongjing Lu
Convex Learning with Invariances
Choon H. Teo, Amir Globerson, Sam T. Roweis et al.
Rapid Inference on a Novel AND/OR graph for Object Detection, Segmentation and Parsing
Yuanhao Chen, Long Zhu, Chenxi Lin et al.
Hippocampal Contributions to Control: The Third Way
Máté Lengyel, Peter Dayan