398 citations
- Dalle Molle Institute for Artificial Intelligence ResearchCH4 papers
- The University of MelbourneAU3 papers
- Australian National UniversityAU2 papers
- Chinese University of Hong KongHK2 papers
- UNSW SydneyAU2 papers
- Centrum Wiskunde & InformaticaNL1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Graz University of TechnologyAT1 paper
- Institut national de recherche en sciences et technologies du numériqueFR1 paper
- Laboratoire d'Informatique de l'École PolytechniqueFR1 paper
- Laboratoire d’Informatique Fondamentale de MarseilleFR1 paper
- Leiden UniversityNL1 paper
4 papers · 1 filter
Temporal Difference Updating without a Learning Rate
Marcus Hutter, Shane Legg
We derive an equation for temporal difference learning from statistical principles. Specifically, we start with the variational principle and then bootstrap to produce an updating…
On Finite Bases for Weak Semantics: Failures versus Impossible Futures
Taolue Chen, Wan Fokkink, Rob van Glabbeek
We provide a finite basis for the (in)equational theory of the process algebra BCCS modulo the weak failures preorder and equivalence. We also give positive and negative results re…
Learning Graph Matching
Tiberio S. Caetano, Julian J. McAuley, Li Cheng +2
As a fundamental problem in pattern recognition, graph matching has applications in a variety of fields, from computer vision to computational biology. In graph matching, patterns…
A Kernel Method for the Two-Sample Problem
Arthur Gretton, Karsten Borgwardt, Malte J. Rasch +2
We propose a framework for analyzing and comparing distributions, allowing us to design statistical tests to determine if two samples are drawn from different distributions. Our te…