538 citations
- University College LondonGB83 papers
- University of CambridgeGB12 papers
- University of OxfordGB12 papers
- Institut national de recherche en sciences et technologies du numériqueFR8 papers
- Max Planck Institute for Intelligent SystemsDE7 papers
- University of LondonGB7 papers
- Gatsby Charitable FoundationGB6 papers
- The Institute of Statistical MathematicsJP6 papers
- University of BristolGB6 papers
- Google DeepMind (United Kingdom)GB4 papers
- Princeton UniversityUS4 papers
- University of California, BerkeleyUS4 papers
Showing 2011Show all
3 papers · 1 filter
q-bio.NC2011★ 11 cited
Role of correlations in population coding
Peter E. Latham, Yasser Roudi
Correlations among spikes, both on the same neuron and across neurons, are ubiquitous in the brain. For example cross-correlograms can have large peaks, at least in the periphery,…
math.PR2011★ 1 cited
Non-parametric change-point detection using string matching algorithms
Oliver Johnson, Dino Sejdinovic, James Cruise +2
Given the output of a data source taking values in a finite alphabet, we wish to detect change-points, that is times when the statistical properties of the source change. Motivated…
cs.LG2011★ 65 cited
Kernel Belief Propagation
Le Song, Arthur Gretton, Danny Bickson +2
We propose a nonparametric generalization of belief propagation, Kernel Belief Propagation (KBP), for pairwise Markov random fields. Messages are represented as functions in a repr…